| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Hate Speech | NHP Context-Free Data Aug. | Accuracy90.51 | 49 | 1mo ago | |
| HateXplain (test) | X-MuTeST with LLM | Macro F1 Score85.13 | 36 | 1mo ago | |
| TE-Hate | SC | Accuracy74.22 | 30 | 1mo ago | |
| ETHOS-R | Similar | Accuracy89.7 | 25 | 1mo ago | |
| ETHOS-SO | Similar | Accuracy89.2 | 25 | 1mo ago | |
| Bangla | Accuracy93.13 | 15 | 5d ago | ||
| HateXplain (held-out) | ExpNet | F1 Score47.3 | 14 | 1mo ago | |
| Ethos (test) | UNIPROMPT | Accuracy0.937 | 14 | 1mo ago | |
| HateWas v1 (test) | InfoD-B | Macro F157.65 | 14 | 1mo ago | |
| Stormfront → GHC (test) | Source F157.2 | 14 | 1mo ago | ||
| HatEval → GHC (test) | Source F10.642 | 14 | 1mo ago | ||
| Stormfront -> GHC 94 mins annotation (test) | Source F159.5 | 14 | 1mo ago | ||
| HatEval -> GHC 80 mins annotation (test) | Source F163.7 | 14 | 1mo ago | ||
| SBIC (test) | Avg Exit12 | 12 | 1mo ago | ||
| IHC (test) | Avg Exit12 | 12 | 1mo ago | ||
| OLID (test) | AvgExit12 | 12 | 1mo ago | ||
| Hate Speech Detection (test) | BERT-base + RL-MTL | Macro F172.06 | 12 | 1mo ago | |
| CREhate | Total F1 Score55 | 11 | 1mo ago | ||
| SBIC | Total F157 | 11 | 1mo ago | ||
| HASOC | BERT | Accuracy73.6 | 11 | 1mo ago | |
| ETHOS | GLM-130B | F1 Score85.8 | 11 | 1mo ago | |
| Hate Speech Detection Dataset | DISTILBERT+CNN | Precision79 | 10 | 1mo ago | |
| BD-SHS | Llama-3.2-3B | F1 Score92.23 | 9 | 1mo ago | |
| ViHSD | VIHATET5 | Acc88.76 | 9 | 1mo ago | |
| Twitter Hate | MUPPET | Accuracy76.02 | 9 | 1mo ago |
