ETHOS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Hate Speech Detection | ETHOS-R | Accuracy89.7 | 25 | |
| Hate speech classification | ETHOS (test) | AUC0.912 | 16 | |
| Hate Speech Detection | Ethos (test) | Accuracy0.937 | 14 | |
| Hate speech classification | ETHOS binary | F1 Score79.71 | 12 | |
| Hate speech detection | ETHOS | F1 Score85.8 | 11 | |
| Binary Hate Speech Detection | ETHOS | F1 Score79.7 | 9 | |
| Detection | Ethos race | Macro F151.4 | 6 | |
| Hate Speech Classification | Ethos Benchmark | Precision91 | 5 | |
| Detection | Ethos nation | Macro F140.7 | 3 | |
| Detection | Ethos religion | Macro F143.8 | 3 | |
| Detection | Ethos binary | Macro-F170.2 | 3 | |
| Detection | Ethos race (Eth-Ra) (test) | Macro F144.1 | 3 | |
| Detection | Ethos nation (Eth-N) (test) | Macro F136.9 | 3 | |
| Detection | Ethos religion (Eth-Re) (test) | Macro-F142.7 | 3 | |
| Detection | Ethos binary (Eth-B) (test) | Macro F158.7 | 3 |
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