| Toxicity Detection 64 model-persona combinations (8 models x 8 personas) | SVM Meta-Ensemble | Win Count58 | | 56 | 3d ago |
| ToxiGen | OLMo (base) | Score81.4 | | 25 | 3d ago |
| Hosseini’s 1st Negated Sentence 1.0 (test) | Bert+Bi-LSTM | Toxicity Score80.6 | | 24 | 3d ago |
| HateXplain | | AUC90.44 | | 21 | 4d ago |
| CivilComments-WILDS (test) | | Average Accuracy92.7 | | 19 | 4d ago |
| Wikipedia Detox | GNN-based framework | Accuracy91.3 | | 13 | 4d ago |
| CAD full | ContextRNN | F1 Score52.5 | | 11 | 4d ago |
| BAD | | F1 Score80.8 | | 11 | 4d ago |
| BBF | | F1 Score66.4 | | 11 | 4d ago |
| Implicit Hate | EDA | Accuracy61.95 | | 10 | 4d ago |
| Hate Speech | I-Vanilla | Accuracy75.73 | | 10 | 4d ago |
| Civil | I-Simul | Accuracy87.06 | | 10 | 4d ago |
| CAD context | ContextRNN | F1 Score68.1 | | 10 | 4d ago |
| HQG | ContextSum | F1 Score91.1 | | 10 | 4d ago |
| HQR | ContextSingle | F1 Score81.1 | | 10 | 4d ago |
| FBK flipped | ContextSingle | F1 Score22 | | 10 | 4d ago |
| FBK full | ContextSingle | F1 Score41.3 | | 10 | 4d ago |
| CivilComments (test) | LEIA | WGA71.6 | | 9 | 3d ago |
| ToxicChat | SafeGPT | F1 Score1 | | 9 | 4d ago |
| IHC (in-domain) | | Accuracy78.72 | | 8 | 4d ago |
| IHC | MetaTox | Accuracy73.42 | | 8 | 4d ago |
| TOXIGEN (val) | HateBERT | AUC96 | | 8 | 4d ago |
| DYNAHATE (test) | HateBERT | AUC0.66 | | 8 | 4d ago |
| Implicit Hate Corpus (IHC) (test) | HateBERT | AUC0.67 | | 8 | 4d ago |
| Social Bias Frames (SBF) (test) | HateBERT | AUC0.71 | | 8 | 4d ago |
