LEPISZCZE
A new, comprehensive open-source benchmark for Polish NLP with a continuous-submission leaderboard.
In the first batch of experiments, we tested 13 experiments (task and dataset pairs) based on the five recent LMs for Polish, used five already benchmarked datasets, and added eight datasets that were not previously added to the benchmark.
Tasks
Punctuation Restoration
Paraphrase Classification
Political Advertising Detection
Sentiment Analysis
Part-of-speech Tagging
Named Entity Recognition
Q&A Classification
Entailment Classification
Aspect-based Sentiment Analysis
Abusive Clauses Detection
Dialogue Acts Classification
Information Retrieval
Question Answering
Model ranking
Average model performance across all tasks.
Tasks
allegro/herbert-base-cased;;accuracy;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8704315088328989
allegro/herbert-base-cased;;accuracy;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.9519326198331589
allegro/herbert-base-cased;;accuracy;;Entailment Classification;;allegro/klej-cdsc-e;;0.9401999999999999
allegro/herbert-base-cased;;accuracy;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7649596911547633
allegro/herbert-base-cased;;accuracy;;Q&A Classification;;allegro/klej-dyk;;0.9039844509232264
allegro/herbert-base-cased;;accuracy;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.9713115620376241
allegro/herbert-base-cased;;accuracy;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9887796555851941
allegro/herbert-base-cased;;accuracy;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8819512195121951
allegro/herbert-base-cased;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9030470914127424
allegro/herbert-base-cased;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7506072874493928
allegro/herbert-base-cased;;accuracy;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.9646139180171591
allegro/herbert-base-cased;;accuracy;;Paraphrase Classification;;allegro/klej-psc;;0.9821892393320965
allegro/herbert-base-cased;;accuracy;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.9355575711519133
allegro/herbert-base-cased;;accuracy;;Question Answering;;qa_all;;
allegro/herbert-base-cased;;f1_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8566239283287915
allegro/herbert-base-cased;;f1_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.3728372238363267
allegro/herbert-base-cased;;f1_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9096345637167936
allegro/herbert-base-cased;;f1_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.49542945998118737
allegro/herbert-base-cased;;f1_macro;;Q&A Classification;;allegro/klej-dyk;;0.8239102249027062
allegro/herbert-base-cased;;f1_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.5421623706479558
allegro/herbert-base-cased;;f1_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9459166862495607
allegro/herbert-base-cased;;f1_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8678288990347102
allegro/herbert-base-cased;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8809912305961929
allegro/herbert-base-cased;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5731112794760751
allegro/herbert-base-cased;;f1_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6142066590544236
allegro/herbert-base-cased;;f1_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9790062102467687
allegro/herbert-base-cased;;f1_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.455898112707211
allegro/herbert-base-cased;;f1_macro;;Question Answering;;qa_all;;
allegro/herbert-base-cased;;f1_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8704315088328989
allegro/herbert-base-cased;;f1_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5818219722084399
allegro/herbert-base-cased;;f1_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9401999999999999
allegro/herbert-base-cased;;f1_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7649596911547633
allegro/herbert-base-cased;;f1_micro;;Q&A Classification;;allegro/klej-dyk;;0.9039844509232264
allegro/herbert-base-cased;;f1_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7689969571635127
allegro/herbert-base-cased;;f1_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9887796555851941
allegro/herbert-base-cased;;f1_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8819512195121951
allegro/herbert-base-cased;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9030470914127424
allegro/herbert-base-cased;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7506072874493928
allegro/herbert-base-cased;;f1_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6802061445270478
allegro/herbert-base-cased;;f1_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9821892393320965
allegro/herbert-base-cased;;f1_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.7323379805183458
allegro/herbert-base-cased;;f1_micro;;Question Answering;;qa_all;;
allegro/herbert-base-cased;;precision_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8493760084362519
allegro/herbert-base-cased;;precision_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.40079885986868163
allegro/herbert-base-cased;;precision_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9223772562884506
allegro/herbert-base-cased;;precision_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5283071362584025
allegro/herbert-base-cased;;precision_macro;;Q&A Classification;;allegro/klej-dyk;;0.8347406202892406
allegro/herbert-base-cased;;precision_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.5596800796096058
allegro/herbert-base-cased;;precision_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9590966369976585
allegro/herbert-base-cased;;precision_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8722910978925132
allegro/herbert-base-cased;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8939561543151432
allegro/herbert-base-cased;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5901231673557745
allegro/herbert-base-cased;;precision_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5882016141407482
allegro/herbert-base-cased;;precision_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9780633685431118
allegro/herbert-base-cased;;precision_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.4948200963935936
allegro/herbert-base-cased;;precision_macro;;Question Answering;;qa_all;;
allegro/herbert-base-cased;;precision_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8704315088328989
allegro/herbert-base-cased;;precision_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.6055805356236488
allegro/herbert-base-cased;;precision_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9401999999999999
allegro/herbert-base-cased;;precision_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7649596911547633
allegro/herbert-base-cased;;precision_micro;;Q&A Classification;;allegro/klej-dyk;;0.9039844509232264
allegro/herbert-base-cased;;precision_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7508598417330965
allegro/herbert-base-cased;;precision_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9887796555851941
allegro/herbert-base-cased;;precision_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8819512195121951
allegro/herbert-base-cased;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9030470914127424
allegro/herbert-base-cased;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7506072874493928
allegro/herbert-base-cased;;precision_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.644580488139254
allegro/herbert-base-cased;;precision_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9821892393320965
allegro/herbert-base-cased;;precision_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.7493494088561827
allegro/herbert-base-cased;;precision_micro;;Question Answering;;qa_all;;
allegro/herbert-base-cased;;recall_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8690659252342171
allegro/herbert-base-cased;;recall_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.3736304056248477
allegro/herbert-base-cased;;recall_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8991992076966611
allegro/herbert-base-cased;;recall_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.4953983139977154
allegro/herbert-base-cased;;recall_macro;;Q&A Classification;;allegro/klej-dyk;;0.8145089735833838
allegro/herbert-base-cased;;recall_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.557358290042838
allegro/herbert-base-cased;;recall_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9394825339805634
allegro/herbert-base-cased;;recall_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8649881723489622
allegro/herbert-base-cased;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8740279404746409
allegro/herbert-base-cased;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.609888129519002
allegro/herbert-base-cased;;recall_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6504414163719809
allegro/herbert-base-cased;;recall_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9799951219512195
allegro/herbert-base-cased;;recall_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.4315713189388393
allegro/herbert-base-cased;;recall_macro;;Question Answering;;qa_all;;
allegro/herbert-base-cased;;recall_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8704315088328989
allegro/herbert-base-cased;;recall_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5601164483260553
allegro/herbert-base-cased;;recall_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9401999999999999
allegro/herbert-base-cased;;recall_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7649596911547633
allegro/herbert-base-cased;;recall_micro;;Q&A Classification;;allegro/klej-dyk;;0.9039844509232264
allegro/herbert-base-cased;;recall_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7880361173814898
allegro/herbert-base-cased;;recall_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9887796555851941
allegro/herbert-base-cased;;recall_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8819512195121951
allegro/herbert-base-cased;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9030470914127424
allegro/herbert-base-cased;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7506072874493928
allegro/herbert-base-cased;;recall_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.7208747514910536
allegro/herbert-base-cased;;recall_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9821892393320965
allegro/herbert-base-cased;;recall_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.7160861817592743
allegro/herbert-base-cased;;recall_micro;;Question Answering;;qa_all;;
allegro/herbert-large-cased;;accuracy;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8801042571676803
allegro/herbert-large-cased;;accuracy;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.9527373192779164
allegro/herbert-large-cased;;accuracy;;Entailment Classification;;allegro/klej-cdsc-e;;0.9391999999999999
allegro/herbert-large-cased;;accuracy;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7707505393437039
allegro/herbert-large-cased;;accuracy;;Q&A Classification;;allegro/klej-dyk;;0.8765792031098154
allegro/herbert-large-cased;;accuracy;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.9725295920524202
allegro/herbert-large-cased;;accuracy;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9898221371815293
allegro/herbert-large-cased;;accuracy;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.9070731707317073
allegro/herbert-large-cased;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9055401662049861
allegro/herbert-large-cased;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7530364372469636
allegro/herbert-large-cased;;accuracy;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.9648999046711154
allegro/herbert-large-cased;;accuracy;;Paraphrase Classification;;allegro/klej-psc;;0.9858998144712431
allegro/herbert-large-cased;;accuracy;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.9409947785159218
allegro/herbert-large-cased;;f1_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8656778571081865
allegro/herbert-large-cased;;f1_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.3943852023929203
allegro/herbert-large-cased;;f1_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9048416216512527
allegro/herbert-large-cased;;f1_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5110670029578682
allegro/herbert-large-cased;;f1_macro;;Q&A Classification;;allegro/klej-dyk;;0.7957885916029572
allegro/herbert-large-cased;;f1_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.5268384230503906
allegro/herbert-large-cased;;f1_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9613961614803594
allegro/herbert-large-cased;;f1_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.89333866536475
allegro/herbert-large-cased;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8833709016815974
allegro/herbert-large-cased;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5708054475646567
allegro/herbert-large-cased;;f1_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6216039917392763
allegro/herbert-large-cased;;f1_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9832794416977119
allegro/herbert-large-cased;;f1_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.4668273705582159
allegro/herbert-large-cased;;f1_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8801042571676803
allegro/herbert-large-cased;;f1_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5909884256531005
allegro/herbert-large-cased;;f1_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9391999999999999
allegro/herbert-large-cased;;f1_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7707505393437039
allegro/herbert-large-cased;;f1_micro;;Q&A Classification;;allegro/klej-dyk;;0.8765792031098153
allegro/herbert-large-cased;;f1_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.765824631350898
allegro/herbert-large-cased;;f1_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9898221371815293
allegro/herbert-large-cased;;f1_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.9070731707317073
allegro/herbert-large-cased;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9055401662049861
allegro/herbert-large-cased;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7530364372469636
allegro/herbert-large-cased;;f1_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6785622991815865
allegro/herbert-large-cased;;f1_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9858998144712431
allegro/herbert-large-cased;;f1_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.7501302574014416
allegro/herbert-large-cased;;precision_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8608387128820101
allegro/herbert-large-cased;;precision_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.41697824490274527
allegro/herbert-large-cased;;precision_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9283148433489639
allegro/herbert-large-cased;;precision_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5360820645321095
allegro/herbert-large-cased;;precision_macro;;Q&A Classification;;allegro/klej-dyk;;0.7785226256841452
allegro/herbert-large-cased;;precision_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.5307130379886154
allegro/herbert-large-cased;;precision_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9723448628240345
allegro/herbert-large-cased;;precision_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.9003857552581599
allegro/herbert-large-cased;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8960112384947576
allegro/herbert-large-cased;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5928689133971753
allegro/herbert-large-cased;;precision_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5961508963367748
allegro/herbert-large-cased;;precision_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9842267628437312
allegro/herbert-large-cased;;precision_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.5319455625923069
allegro/herbert-large-cased;;precision_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8801042571676803
allegro/herbert-large-cased;;precision_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.6107412112582132
allegro/herbert-large-cased;;precision_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9391999999999999
allegro/herbert-large-cased;;precision_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7707505393437039
allegro/herbert-large-cased;;precision_micro;;Q&A Classification;;allegro/klej-dyk;;0.8765792031098154
allegro/herbert-large-cased;;precision_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7384953714938993
allegro/herbert-large-cased;;precision_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9898221371815293
allegro/herbert-large-cased;;precision_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.9070731707317073
allegro/herbert-large-cased;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9055401662049861
allegro/herbert-large-cased;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7530364372469636
allegro/herbert-large-cased;;precision_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6407183842495118
allegro/herbert-large-cased;;precision_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9858998144712431
allegro/herbert-large-cased;;precision_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.7733359650082893
allegro/herbert-large-cased;;recall_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8736708560406589
allegro/herbert-large-cased;;recall_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.3979834342194781
allegro/herbert-large-cased;;recall_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8850925211366637
allegro/herbert-large-cased;;recall_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5178766473159212
allegro/herbert-large-cased;;recall_macro;;Q&A Classification;;allegro/klej-dyk;;0.81953216374269
allegro/herbert-large-cased;;recall_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.5551542080130817
allegro/herbert-large-cased;;recall_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9538526242565841
allegro/herbert-large-cased;;recall_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8894205231433168
allegro/herbert-large-cased;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8761758427697514
allegro/herbert-large-cased;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5616515020318152
allegro/herbert-large-cased;;recall_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6560382332114973
allegro/herbert-large-cased;;recall_macro;;Paraphrase Classification;;allegro/klej-psc;;0.982490243902439
allegro/herbert-large-cased;;recall_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.43556100345019716
allegro/herbert-large-cased;;recall_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8801042571676803
allegro/herbert-large-cased;;recall_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5730713245997089
allegro/herbert-large-cased;;recall_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9391999999999999
allegro/herbert-large-cased;;recall_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7707505393437039
allegro/herbert-large-cased;;recall_micro;;Q&A Classification;;allegro/klej-dyk;;0.8765792031098154
allegro/herbert-large-cased;;recall_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7952595936794582
allegro/herbert-large-cased;;recall_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9898221371815293
allegro/herbert-large-cased;;recall_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.9070731707317073
allegro/herbert-large-cased;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.9055401662049861
allegro/herbert-large-cased;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7530364372469636
allegro/herbert-large-cased;;recall_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.7220675944333996
allegro/herbert-large-cased;;recall_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9858998144712431
allegro/herbert-large-cased;;recall_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.7283654624979751
dkleczek/bert-base-polish-cased-v1;;accuracy;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8748913987836664
dkleczek/bert-base-polish-cased-v1;;accuracy;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.9455734891951311
dkleczek/bert-base-polish-cased-v1;;accuracy;;Entailment Classification;;allegro/klej-cdsc-e;;0.923
dkleczek/bert-base-polish-cased-v1;;accuracy;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7629839900079483
dkleczek/bert-base-polish-cased-v1;;accuracy;;Q&A Classification;;allegro/klej-dyk;;0.8759961127308066
dkleczek/bert-base-polish-cased-v1;;accuracy;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.9686482773198055
dkleczek/bert-base-polish-cased-v1;;accuracy;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9876561130329051
dkleczek/bert-base-polish-cased-v1;;accuracy;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780488
dkleczek/bert-base-polish-cased-v1;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8753462603878116
dkleczek/bert-base-polish-cased-v1;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6931174089068826
dkleczek/bert-base-polish-cased-v1;;accuracy;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.9612392755004766
dkleczek/bert-base-polish-cased-v1;;accuracy;;Paraphrase Classification;;allegro/klej-psc;;0.9910946196660482
dkleczek/bert-base-polish-cased-v1;;accuracy;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.9189177266377472
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.85933157412678
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.3000780266928013
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8894937184161469
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5019628267419497
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Q&A Classification;;allegro/klej-dyk;;0.7587313432574943
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.4800626699182108
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9433695042106219
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8589253652514686
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8531503146925596
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5410292197759686
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5893571046652736
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9895005143880736
dkleczek/bert-base-polish-cased-v1;;f1_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.38894108114267917
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8748913987836664
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5082233704763617
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.923
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7629839900079483
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Q&A Classification;;allegro/klej-dyk;;0.8759961127308066
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7259429014237646
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9876561130329051
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780487
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8753462603878116
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6931174089068826
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6525415188504582
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9910946196660482
dkleczek/bert-base-polish-cased-v1;;f1_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.6648757846904376
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8554213514955022
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.4369126318161345
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8991005100374058
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5237942227067891
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Q&A Classification;;allegro/klej-dyk;;0.7889994834646279
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.5044612151251765
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9659263627085896
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8619592224321345
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8599021642593334
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5616530832037144
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6089416514148317
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9886723364167257
dkleczek/bert-base-polish-cased-v1;;precision_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.4621943025270545
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8748913987836664
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5571186435557315
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.923
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7629839900079483
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Q&A Classification;;allegro/klej-dyk;;0.8759961127308066
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7029678161694596
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9876561130329051
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780488
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8753462603878116
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6931174089068826
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6609051725063628
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9910946196660482
dkleczek/bert-base-polish-cased-v1;;precision_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.6849708862954542
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8651244948257915
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.27543371349964524
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8832932894308106
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.509106321108995
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Q&A Classification;;allegro/klej-dyk;;0.7377011494252874
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.4902871037143543
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9318007028283483
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8567850264522275
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8483400870608994
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.7126206319159339
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5769856378950041
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9903406504065041
dkleczek/bert-base-polish-cased-v1;;recall_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.35500526325543963
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8748913987836664
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.467442706438705
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.923
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7629839900079483
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Q&A Classification;;allegro/klej-dyk;;0.8759961127308066
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.7504740406320543
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9876561130329051
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780488
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8753462603878116
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6931174089068826
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6453280318091451
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9910946196660482
dkleczek/bert-base-polish-cased-v1;;recall_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.6469655284026541
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8713003185635679
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.9465055712176131
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Entailment Classification;;allegro/klej-cdsc-e;;0.9348000000000001
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7616441467014875
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Q&A Classification;;allegro/klej-dyk;;0.8682215743440234
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.9589885859226379
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9879238027014035
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780488
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8759002770083102
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6983805668016194
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.9637733689431515
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Paraphrase Classification;;allegro/klej-psc;;0.9903525046382189
dkleczek/bert-base-polish-uncased-v1;;accuracy;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.9237579617834395
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8573782537994936
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.3147655252840788
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9062053890809323
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.4886862284424959
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Q&A Classification;;allegro/klej-dyk;;0.7440957329933127
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.4020943825744251
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9454439917409159
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8583238567504936
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8570636888798311
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5429015327982306
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6251892805050727
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9886599760803954
dkleczek/bert-base-polish-uncased-v1;;f1_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.4131168428822792
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8713003185635679
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5155315679667024
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9348000000000001
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7616441467014875
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Q&A Classification;;allegro/klej-dyk;;0.8682215743440234
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.6648890873743019
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9879238027014035
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780488
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8759002770083102
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6983805668016194
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6892677874803912
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9903525046382189
dkleczek/bert-base-polish-uncased-v1;;f1_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.68557984666997
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8518301834563841
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.3796695167714999
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9120220436466036
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5094635322382257
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Q&A Classification;;allegro/klej-dyk;;0.7730448392745902
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.44996386710478486
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9699348987056671
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8608833907940524
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8586454541274114
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5694141427134718
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6292572565153935
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9864022120173236
dkleczek/bert-base-polish-uncased-v1;;precision_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.5029293038388504
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8713003185635679
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.5604743893933037
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9348000000000001
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7616441467014875
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Q&A Classification;;allegro/klej-dyk;;0.8682215743440234
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.6447595290905637
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9879238027014035
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780488
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8759002770083102
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6983805668016194
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6818135476307682
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9903525046382189
dkleczek/bert-base-polish-uncased-v1;;precision_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.7064437679032539
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.870080253811769
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.2980451497496773
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.901506919792149
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.49579245507684966
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Q&A Classification;;allegro/klej-dyk;;0.7252409760032265
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.40813529295867335
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9328329914853298
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8563172139397695
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8574917277683776
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.666923727941625
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6271661162080803
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Paraphrase Classification;;allegro/klej-psc;;0.9910081300813008
dkleczek/bert-base-polish-uncased-v1;;recall_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.38111097082857215
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8713003185635679
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.47769679300291545
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.9348000000000001
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7616441467014875
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Q&A Classification;;allegro/klej-dyk;;0.8682215743440234
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.6863205417607223
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9879238027014035
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8704878048780488
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8759002770083102
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.6983805668016194
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6970178926441352
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Paraphrase Classification;;allegro/klej-psc;;0.9903525046382189
dkleczek/bert-base-polish-uncased-v1;;recall_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.6665159101922145
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8641760787720822
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.927347513124425
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Entailment Classification;;allegro/klej-cdsc-e;;0.8658
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7665039173384808
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Q&A Classification;;allegro/klej-dyk;;0.8379008746355685
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.957419150285352
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9816161292450962
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8556786703601108
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.576923076923077
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8521951219512195
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.9571414959504526
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Paraphrase Classification;;allegro/klej-psc;;0.7398886827458255
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;accuracy;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.8370866779586126
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8432150560958955
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.18424816305994146
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8262127203552264
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.4905007464526222
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Q&A Classification;;allegro/klej-dyk;;0.5892951417897992
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.36133901815341046
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9029454838632935
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8375154490879497
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.4512494853212339
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8411797556969683
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5668000511001542
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Paraphrase Classification;;allegro/klej-psc;;0.5884501661970666
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.1433344938570756
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8641760787720822
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.34068271465292777
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8658
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7665039173384808
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Q&A Classification;;allegro/klej-dyk;;0.8379008746355685
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.6156845072587737
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9816161292450962
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8556786703601108
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.576923076923077
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8521951219512195
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6094405850684116
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Paraphrase Classification;;allegro/klej-psc;;0.7398886827458255
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;f1_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.21724347663800583
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.849944029247323
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.23572132312938224
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8018187715501303
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.5247355632282903
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Q&A Classification;;allegro/klej-dyk;;0.6603315770197751
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.36635724994350893
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9250323056691511
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8386220997610376
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.5213758911991657
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8440644358232587
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5468117468272549
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Paraphrase Classification;;allegro/klej-psc;;0.7430026004970367
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.23854322025081096
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8641760787720822
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.40386384127254943
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8658
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7665039173384808
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Q&A Classification;;allegro/klej-dyk;;0.8379008746355685
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.5728092783408572
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9816161292450962
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8556786703601108
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.576923076923077
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8521951219512195
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5885495032299642
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Paraphrase Classification;;allegro/klej-psc;;0.7398886827458255
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;precision_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.3342611275692088
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8406219766089034
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.16057717226353
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8578027301881291
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.4936384550295455
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Q&A Classification;;allegro/klej-dyk;;0.581113127646703
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.3860109250709363
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.8886298058312084
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.837122919287894
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.427555566481741
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8395456084768967
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.5954535881756301
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Paraphrase Classification;;allegro/klej-psc;;0.593489430894309
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_macro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.10708151028598782
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Abusive Clauses Detection;;laugustyniak/abusive-clauses-pl;;0.8641760787720822
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Aspect-based Sentiment Analysis;;clarin-pl/aspectemo;;0.295900439238653
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Entailment Classification;;allegro/klej-cdsc-e;;0.8658
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Dialogue Acts Classification;;clarin-pl/dialogue-acts;;0.7665039173384808
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Q&A Classification;;allegro/klej-dyk;;0.8379008746355685
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Named Entity Recognition;;clarin-pl/kpwr-ner;;0.6655079006772009
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Part-of-speech Tagging;;clarin-pl/nkjp-pos;;0.9816161292450962
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-in;;0.8556786703601108
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Sentiment Analysis;;allegro/klej-polemo2-out;;0.576923076923077
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.8521951219512195
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Political Advertising Detection;;laugustyniak/political-advertising-pl;;0.6330019880715706
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Paraphrase Classification;;allegro/klej-psc;;0.7398886827458255
sentence-transformers/paraphrase-xlm-r-multilingual-v1;;recall_micro;;Punctuation Restoration;;clarin-pl/2021-punctuation-restoration;;0.16101200129743756
XGBoost+Tfidf;;accuracy;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.7573170731707317
XGBoost+Tfidf;;f1_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.7383632851951776
XGBoost+Tfidf;;f1_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.7573170731707317
XGBoost+Tfidf;;precision_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.7527270564328854
XGBoost+Tfidf;;precision_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.7573170731707317
XGBoost+Tfidf;;recall_macro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.7279708041839421
XGBoost+Tfidf;;recall_micro;;Sentiment Analysis;;clarin-pl/polemo2-official;;0.7573170731707317
BM25;;accuracy;;Information Retrieval;;MSMARCO;;
BM25;;f1_macro;;Information Retrieval;;MSMARCO;;
BM25;;f1_micro;;Information Retrieval;;MSMARCO;;
BM25;;precision_macro;;Information Retrieval;;MSMARCO;;
BM25;;precision_micro;;Information Retrieval;;MSMARCO;;
BM25;;recall_macro;;Information Retrieval;;MSMARCO;;
BM25;;recall_micro;;Information Retrieval;;MSMARCO;;
ICT;;accuracy;;Information Retrieval;;MSMARCO;;
ICT;;f1_macro;;Information Retrieval;;MSMARCO;;
ICT;;f1_micro;;Information Retrieval;;MSMARCO;;
ICT;;precision_macro;;Information Retrieval;;MSMARCO;;
ICT;;precision_micro;;Information Retrieval;;MSMARCO;;
ICT;;recall_macro;;Information Retrieval;;MSMARCO;;
ICT;;recall_micro;;Information Retrieval;;MSMARCO;;
Model
Accuracy
F1 macro
F1 micro
Precision macro
Precision micro
Recall macro
Recall micro
XGBoost+Tfidf
0.757
0.738
0.757
0.753
0.757
0.728
0.757
allegro/herbert-large-cased
0.911
0.721
0.830
0.733
0.829
0.723
0.833
dkleczek/bert-base-polish-cased-v1
0.896
0.689
0.800
0.717
0.805
0.695
0.797
dkleczek/bert-base-polish-uncased-v1
0.896
0.688
0.801
0.712
0.804
0.693
0.799
allegro/herbert-base-cased
0.844
0.666
0.768
0.677
0.767
0.669
0.769
sentence-transformers/paraphrase-xlm-r-multilingual-v1
0.848
0.587
0.702
0.623
0.711
0.585
0.700
BM25
0.000
0.000
0.000
0.000
0.000
0.000
0.000
ICT
0.000
0.000
0.000
0.000
0.000
0.000
0.000