| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| RedditBias (test) | BiasGuard | Acc79.3 | 12 | 4d ago | |
| The Gab Hate (GHC) (test) | BiasGuard | Accuracy71.25 | 12 | 4d ago | |
| SBIC (test) | DeepSeek-R1-32B | Accuracy93.6 | 12 | 4d ago | |
| Implicit Toxicity (test) | BiasGuard | Accuracy81 | 12 | 4d ago | |
| Toxigen (test) | Toxigen | Accuracy90.3 | 12 | 4d ago | |
| ImageNet-X 1.0 (val) | C2B | GT → Detected HIT11.21 | 12 | 4d ago | |
| BABE (test) | mini_listwise_BT | Macro F180.8 | 8 | 4d ago | |
| CelebA (val) | C2B | HIT Rate14.18 | 6 | 4d ago | |
| University Admissions Task dataset | Ethnicity Bias Delta (White-sounding Favored)-0.029 | 4 | 4d ago | ||
| Loan Approval Task | Bias: Favors Female (Gender)0.017 | 4 | 4d ago |
