This leaderboard shows the best score for each task, as well as the model name and the submission title.


Best Submission Information
Task Name Identifier Submission TitleModel NameScore
Aggressive-hin-Kumaraggressive-2018-kumar-hinFinetuned LMsXLM-RoBERTa-Large75.7885
Dangerous-ara-Alshehridangerous-2020-alshehri-araFinetuned LMsXLM-Twitter67.1497
Emotion-ara-Abdulemotion-2020-abdul-araFinetuned LMsBernice66.2361
Emotion-ara-Mohammademotion-2018-mohammad-araFinetuned LMsXLM-RoBERTa-Large85.0011
Emotion-ben-Iqbalemotion-2022-iqbal-benFinetuned LMsXLM-RoBERTa-Large65.7731
Emotion-deu-Bianchiemotion-2022-bianchi-deuFinetuned LMsXLM-RoBERTa-Large84.8025
Emotion-eng-Demszkyemotion-2020-demszky-engFinetuned LMsInfoDCL58.8281
Emotion-eng-Mohammademotion-2018-mohammad-engFinetuned LMsTwHIN-BERT81.4713
Emotion-eng-Plazaemotion-2020-plaza-engFinetuned LMsXLM-RoBERTa-Large51.0465
Emotion-eng-Wallbottemotion-1986-wallbott-engFinetuned LMsXLM-RoBERTa-Large74.4317
Emotion-fas-Sabriemotion-2021-sabri-fasZero-shotChatgpt28.5941
Emotion-fin-Kajavaemotion-2018-kajava-finFinetuned LMsXLM-RoBERTa-Large63.2954
Emotion-fin-Ohmanemotion-2020-ohman-finFinetuned LMsXLM-RoBERTa-Large59.3721
Emotion-fre-Bianchiemotion-2022-bianchi-freFinetuned LMsBernice84.1453
Emotion-fre-Kajavaemotion-2018-kajava-freFinetuned LMsXLM-RoBERTa-Large63.1902
Emotion-hin-Debadityaemotion-2021-debaditya-hinFinetuned LMsXLM-RoBERTa-Large53.3858
Emotion-ind-Saputriemotion-2019-saputri-indFinetuned LMsXLM-RoBERTa-Large81.4263
Emotion-ind-Wilieemotion-2020-wilie-indFinetuned LMsXLM-RoBERTa-Large77.8397
Emotion-ita-Bianchiemotion-2021-bianchi-itaFinetuned LMsBernice76.7783
Emotion-ita-Kajavaemotion-2018-kajava-itaFinetuned LMsXLM-RoBERTa-Large64.2511
Emotion-por-Cortizemotion-2021-cortiz-porFinetuned LMsXLM-Twitter77.2545
Emotion-ron-Ciobotaruemotion-2021-ciobotaru-ronFinetuned LMsXLM-RoBERTa-Large92.9088
Emotion-rus-Sboevemotion-2021-sboev-rusFinetuned LMsXLM-RoBERTa-Large86.1962
Emotion-spa-Mohammademotion-2018-mohammad-spaFinetuned LMsInfoDCL85.4896
Emotion-spa-Plazaemotion-2020-plaza-spaFinetuned LMsBernice57.9461
Emotion-tur-Guvenemotion-2020-guven-turFinetuned LMsInfoDCL99.3333
Emotion-vie-Hoemotion-2019-ho-vieFinetuned LMsXLM-RoBERTa-Large65.9179
Emotion-zho-Leeemotion-2015-lee-zhoFinetuned LMsXLM-RoBERTa-Large74.0032
Hate-ara-Alakrothate-2018-alakrot-araFinetuned LMsInfoDCL85.9529
Hate-ara-Mubarakhate-2020-mubarak-araFinetuned LMsXLM-RoBERTa-Large83.7121
Hate-ara-Mulkihate-2019-mulki-araFinetuned LMsBernice76.5326
Hate-eng-Basilehate-2019-basile-engZero-shotChatgpt63.6883
Hate-eng-Basilehate-2019-basile-engZero-shotChatgpt with translated prompts63.6883
Hate-eng-Davidsonhate-2017-davidson-engFinetuned LMsXLM-RoBERTa-Base92.9558
Hate-eng-Waseemhate-2016-waseem-engFinetuned LMsXLM-RoBERTa-Large89.7468
Hate-fil-Cabasaghate-2019-cabasag-filFinetuned LMsTwHIN-BERT80.2842
Hate-Group-ara-Ousidhoumhate-group-2019-ousidhoum-araFinetuned LMsXLM-RoBERTa-Large58.3654
Hate-Group-fre-Ousidhoumhate-group-2019-ousidhoum-freFinetuned LMsXLM-RoBERTa-Large40.5495
Hate-ita-Boscohate-2018-bosco-itaFinetuned LMsXLM-RoBERTa-Large81.1843
Hate-kor-Jeonghate-2022-jeong-korFinetuned LMsXLM-RoBERTa-Large81.6544
Hate-kor-Moonhate-2020-moon-korFinetuned LMsXLM-RoBERTa-Large65.4247
Hate-pol-Ptaszynskihate-2019-ptaszynski-polZero-shotChatgpt77.0219
Hate-por-Fortunahate-2019-fortuna-porFinetuned LMsBernice74.4002
Hate-spa-Basilehate-2019-basile-spaFinetuned LMsBernice78.2002
Hate-Target-ara-Ousidhoumhate-target-2019-ousidhoum-araFinetuned LMsXLM-RoBERTa-Large56.8406
Hate-Target-ben-Karimhate-target-2020-karim-benFinetuned LMsInfoDCL86.3043
Hate-Target-fre-Ousidhoumhate-target-2019-ousidhoum-freFinetuned LMsInfoDCL48.1783
Hate-Target-kor-Jeonghate-target-2022-jeong-korFinetuned LMsXLM-RoBERTa-Large68.4805
Hate-tel-Marreddyhate-2022-marreddy-telFinetuned LMsBernice58.2163
Hate-zho-Denghate-2022-deng-zhoFinetuned LMsInfoDCL84.8631
Humor-eng-Meaneyhumor-2021-meaney-engFinetuned LMsBernice93.4065
Humor-hin-Aggarwalhumor-2020-aggarwal-hinFinetuned LMsInfoDCL80.4
Humor-rus-Blinovhumor-2019-blinov-rusFinetuned LMsXLM-RoBERTa-Large89.7956
Humor-spa-Chiruzzohumor-2021-chiruzzo-spaFinetuned LMsInfoDCL87.664
Irony-ara-Ghanemirony-2019-ghanem-araFinetuned LMsXLM-RoBERTa-Base83.9505
Irony-eng-Heeirony-2018-hee-engFinetuned LMsInfoDCL68.2543
Irony-fas-Golazizianirony-2020-golazizian-fasFinetuned LMsInfoDCL76.5306
Irony-hin-Vijayirony-2018-vijay-hinFinetuned LMsXLM-RoBERTa-Base73.2472
Irony-ita-Basileirony-2014-basile-itaFinetuned LMsXLM-RoBERTa-Large67.3033
Irony-ita-Cignarellairony-2018-cignarella-itaFinetuned LMsXLM-RoBERTa-Large79.2685
Irony-spa-Barbieriirony-2016-barbieri-spaFinetuned LMsInfoDCL67.5232
Irony-spa-Ortegairony-2019-ortega-spaFinetuned LMsInfoDCL73.8797
Irony-Type-eng-Heeirony-type-2018-hee-engFinetuned LMsInfoDCL57.5832
Irony-zho-Xiangirony-2020-xiang-zhoFinetuned LMsInfoDCL33.3641
Offense-Target-kan-Chakravarthioffense-target-2022-chakravartFinetuned LMsInfoDCL81.5283
Offense-Target-mal-Chakravarthioffense-target-2022-chakravartFinetuned LMsInfoDCL81.5283
Offense-Target-tam-Chakravarthioffense-target-2022-chakravartFinetuned LMsInfoDCL81.5283
Offensive-ara-Mubarakoffensive-2020-mubarak-araFinetuned LMsBernice93.1568
Offensive-ara-Zampierioffensive-2020-zampieri-araFinetuned LMsBernice91.5521
Offensive-dan-Zampierioffensive-2020-zampieri-danFinetuned LMsInfoDCL82.0941
Offensive-ell-Zampierioffensive-2020-zampieri-ellFinetuned LMsmBERT80.6361
Offensive-eng-Zampierioffensive-2019-zampieri-engFinetuned LMsInfoDCL78.6678
Offensive-Group-eng-Zampierioffensive-group-2019-zampieri-Finetuned LMsBernice61.9324
Offensive-slv-Novakoffensive-2021-novak-slvFinetuned LMsmBERT63.2293
Offensive-Target-eng-Zampierioffensive-target-2019-zampieriFinetuned LMsBernice78.1616
Offensive-tur-Zampierioffensive-2020-zampieri-turFinetuned LMsTwHIN-BERT79.5932
Sarcasm-ara-Abufarhasarcasm-2020-abufarha-araFinetuned LMsXLM-RoBERTa-Large75.575
Sarcasm-ara-Farhasarcasm-2021-farha-araFinetuned LMsXLM-RoBERTa-Large70.8533
Sarcasm-ces-Ptaceksarcasm-2014-ptacek-cesFinetuned LMsXLM-RoBERTa-Large70.4269
Sarcasm-eng-Bammansarcasm-2015-bamman-engFinetuned LMsBernice82.4
Sarcasm-eng-Orabysarcasm-2016-oraby-engFinetuned LMsXLM-RoBERTa-Large77.0769
Sarcasm-eng-Ptaceksarcasm-2014-ptacek-engFinetuned LMsXLM-RoBERTa-Base95.7637
Sarcasm-eng-Rajadesingansarcasm-2015-rajadesingan-engFinetuned LMsBernice96.2667
Sarcasm-eng-Riloffsarcasm-2013-riloff-engFinetuned LMsInfoDCL57.4589
Sarcasm-eng-Walkersarcasm-2012-walker-engZero-shotChatgpt70.7925
Sarcasm-eng-Walkersarcasm-2012-walker-engZero-shotChatgpt with translated prompts70.7925
Sarcasm-zho-Gongsarcasm-2020-gong-zhoFinetuned LMsXLM-RoBERTa-Large74.7643
Sentiment-5-eng-Sochersentiment-5-2013-socher-engFinetuned LMsXLM-RoBERTa-Large54.8
Sentiment-ace-Winatasentiment-2022-winata-aceFinetuned LMsInfoDCL77.3559
Sentiment-amh-Muhammadsentiment-2022-muhammad-amhFinetuned LMsTwHIN-BERT66.6
Sentiment-ara-Abdulsentiment-2021-abdul-araFinetuned LMsTwHIN-BERT77.6051
Sentiment-ara-Muhammadsentiment-2022-muhammad-araFinetuned LMsInfoDCL62.2
Sentiment-arq-Muhammadsentiment-2022-muhammad-arqFinetuned LMsInfoDCL71.2518
Sentiment-ary-Muhammadsentiment-2022-muhammad-aryFinetuned LMsInfoDCL53.4436
Sentiment-bam-Diallosentiment-2021-diallo-bamFinetuned LMsInfoDCL65.5674
Sentiment-ban-Winatasentiment-2022-winata-banFinetuned LMsXLM-Twitter79.7713
Sentiment-bbc-Winatasentiment-2022-winata-bbcFinetuned LMsBernice75.1651
Sentiment-ben-Islamsentiment-2021-islam-benFinetuned LMsXLM-RoBERTa-Large69.4916
Sentiment-ben-Patrasentiment-2018-patra-benFinetuned LMsXLM-RoBERTa-Large62.5481
Sentiment-bjn-Winatasentiment-2022-winata-bjnFinetuned LMsInfoDCL84.4963
Sentiment-bos-Mozeticsentiment-2016-mozetic-bosFinetuned LMsXLM-RoBERTa-Large71.9626
Sentiment-bug-Winatasentiment-2022-winata-bugFinetuned LMsmBERT74.5701
Sentiment-bul-Mozeticsentiment-2016-mozetic-bulFinetuned LMsXLM-RoBERTa-Large67.973
Sentiment-deu-Mozeticsentiment-2016-mozetic-deuFinetuned LMsXLM-RoBERTa-Large64.2712
Sentiment-deu-Reisentiment-2016-rei-deuFinetuned LMsInfoDCL60.9438
Sentiment-eng-Mozeticsentiment-2016-mozetic-engFinetuned LMsXLM-RoBERTa-Large69.7215
Sentiment-eng-Pangsentiment-2005-pang-engZero-shotBLOOMZ-7B97.2
Sentiment-eng-Rosenthalsentiment-2017-rosenthal-engFinetuned LMsBernice70.8997
Sentiment-eng-Sochersentiment-2013-socher-engZero-shotBLOOMZ-P3-7B93
Sentiment-fas-Ashrafisentiment-2020-ashrafi-fasFinetuned LMFaBERT87.5152
Sentiment-fin-Kajavasentiment-2018-kajava-finFinetuned LMsXLM-RoBERTa-Large86.949
Sentiment-fre-Kajavasentiment-2018-kajava-freFinetuned LMsXLM-RoBERTa-Large88.701
Sentiment-hau-Muhammadsentiment-2022-muhammad-hauFinetuned LMsXLM-RoBERTa-Large75.0646
Sentiment-heb-Amramsentiment-2018-amram-hebFinetuned LMsInfoDCL95.8
Sentiment-hin-Patrasentiment-2018-patra-hinFinetuned LMsXLM-RoBERTa-Large62.3897
Sentiment-hrv-Mozeticsentiment-2016-mozetic-hrvFinetuned LMsXLM-RoBERTa-Large71.0063
Sentiment-hun-Mozeticsentiment-2016-mozetic-hunFinetuned LMsXLM-RoBERTa-Base71.6167
Sentiment-ibo-Muhammadsentiment-2022-muhammad-iboFinetuned LMsBernice78.3577
Sentiment-ind-Wiliesentiment-2020-wilie-indFinetuned LMsInfoDCL92.6987
Sentiment-ita-Basilesentiment-2014-basile-itaFinetuned LMsInfoDCL88.7675
Sentiment-ita-Basilesentiment-2016-basile-itaZero-shotChatgpt with translated prompts85.4423
Sentiment-ita-Kajavasentiment-2018-kajava-itaFinetuned LMsInfoDCL86.1687
Sentiment-ita-Reisentiment-2016-rei-itaFinetuned LMsInfoDCL51.1953
Sentiment-jav-Winatasentiment-2022-winata-javFinetuned LMsXLM-RoBERTa-Large86.9069
Sentiment-jpn-Suzukisentiment-2022-suzuki-jpnFinetuned LMsXLM-RoBERTa-Large62.3333
Sentiment-kan-Chakravarthisentiment-2022-chakravarthi-kaFinetuned LMsInfoDCL82.9212
Sentiment-kin-Muhammadsentiment-2022-muhammad-kinFinetuned LMsTwHIN-BERT59.8569
Sentiment-kor-Jangsentiment-2013-jang-korFinetuned LMsXLM-RoBERTa-Large45.4451
Sentiment-mad-Winatasentiment-2022-winata-madFinetuned LMsInfoDCL78.3642
Sentiment-mal-Chakravarthisentiment-2022-chakravarthi-maFinetuned LMsXLM-RoBERTa-Large86.4498
Sentiment-mar-Kulkarnisentiment-2021-kulkarni-marFinetuned LMsInfoDCL86.4667
Sentiment-min-Winatasentiment-2022-winata-minFinetuned LMsXLM-RoBERTa-Large84.2426
Sentiment-mlt-Dinglisentiment-2016-dingli-mltZero-shotChatgpt78.4689
Sentiment-nij-Winatasentiment-2022-winata-nijFinetuned LMsXLM-RoBERTa-Large78.3135
Sentiment-nor-Velldalsentiment-2018-velldal-norFinetuned LMsXLM-RoBERTa-Base51.1497
Sentiment-pcm-Muhammadsentiment-2022-muhammad-pcmZero-shotChatgpt70.0789
Sentiment-pcm-Oyewusisentiment-2020-oyewusi-pcmFinetuned LMsXLM-RoBERTa-Large69.5089
Sentiment-pol-Koconsentiment-2019-kocon-polFinetuned LMsXLM-RoBERTa-Large82.6395
Sentiment-pol-Mozeticsentiment-2016-mozetic-polFinetuned LMsXLM-RoBERTa-Large70.0465
Sentiment-pol-Rybaksentiment-2020-rybak-polFinetuned LMsXLM-RoBERTa-Large55.6706
Sentiment-por-Brumsentiment-2018-brum-porFinetuned LMsXLM-RoBERTa-Base60.0005
Sentiment-por-Mozeticsentiment-2016-mozetic-porFinetuned LMsXLM-RoBERTa-Large57.2246
Sentiment-ron-Dumitrescusentiment-2020-dumitrescu-ronZero-shotChatgpt with translated prompts93.9182
Sentiment-rus-Mozeticsentiment-2016-mozetic-rusFinetuned LMsInfoDCL80.3694
Sentiment-slk-Mozeticsentiment-2016-mozetic-slkFinetuned LMsXLM-RoBERTa-Large75.9312
Sentiment-slv-Mozeticsentiment-2016-mozetic-slvFinetuned LMsXLM-RoBERTa-Large63.8495
Sentiment-spa-Mozeticsentiment-2016-mozetic-spaFinetuned LMsXLM-Twitter57.1888
Sentiment-spa-Reisentiment-2016-rei-spaFinetuned LMsInfoDCL52.827
Sentiment-sqi-Mozeticsentiment-2016-mozetic-sqiFinetuned LMsXLM-RoBERTa-Large49.537
Sentiment-srp-Mozeticsentiment-2016-mozetic-srpFinetuned LMsXLM-RoBERTa-Large58.35
Sentiment-sun-Winatasentiment-2022-winata-sunFinetuned LMsXLM-RoBERTa-Large84.4773
Sentiment-swe-Mozeticsentiment-2016-mozetic-sweFinetuned LMsXLM-RoBERTa-Large73.1889
Sentiment-swh-Muhammadsentiment-2022-muhammad-swhFinetuned LMsXLM-RoBERTa-Large62.687
Sentiment-tam-Chakravarthisentiment-2022-chakravarthi-taFinetuned LMsXLM-RoBERTa-Large77.4016
Sentiment-tel-Marreddysentiment-2022-marreddy-telFinetuned LMsXLM-RoBERTa-Large71.5399
Sentiment-tha-Suriyawongkulsentiment-2019-suriyawongkul-tFinetuned LMsInfoDCL75.1656
Sentiment-tso-Muhammadsentiment-2022-muhammad-tsoFinetuned LMsXLM-Twitter53.7627
Sentiment-Tw-eng-Thelwallsentiment-tw-2012-thelwall-engFinetuned LMsBernice91.4
Sentiment-twi-Muhammadsentiment-2022-muhammad-twiFinetuned LMsXLM-RoBERTa-Large66.7873
Sentiment-yor-Muhammadsentiment-2022-muhammad-yorFinetuned LMsmBERT67.8732
Sentiment-yor-Shodesentiment-2022-shode-yorFinetuned LMsmBERT86.8636
Sentiment-Yt-eng-Thelwallsentiment-yt-2012-thelwall-engFinetuned LMsInfoDCL93.3333
Sentiment-zho-Tansentiment-2008-tan-zhoFinetuned LMsBernice96.8541
Sentiment-zho-Wansentiment-2020-wan-zhoFinetuned LMsXLM-RoBERTa-Base98.9997
Sentiment-zho-Wansentiment-2020-wan-zhoFinetuned LMsXLM-Twitter98.9997
Sentiment-zho-Wansentiment-2020-wan-zhoFinetuned LMsTwHIN-BERT98.9997
Sentiment-zho-Wansentiment-2020-wan-zhoFinetuned LMsXLM-RoBERTa-Large98.9997
Sexism-fre-Chirilsexism-2020-chiril-freFinetuned LMsXLM-RoBERTa-Large84.0856
Subject-ita-Basilesubject-2014-basile-itaFinetuned LMsInfoDCL80.1589
Subject-ita-Basilesubject-2016-basile-itaFinetuned LMsXLM-RoBERTa-Large75.9493
Subjective-ces-Pribansubjective-2022-priban-cesFinetuned LMsXLM-RoBERTa-Large93.6
Subjective-kor-Jangsubjective-2013-jang-korFinetuned LMsXLM-RoBERTa-Large38.447
Subjective-spa-Barbierisubjective-2016-barbieri-spaFinetuned LMsXLM-RoBERTa-Large77.7599
Subjevtive-eng-Pangsubjevtive-2004-pang-engFinetuned LMsXLM-RoBERTa-Large96.5333