Toxicity Detection on CivilComments (test)
78.8WGAJTT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| JTT2026.04 | 78.8 | 87.8 | |
| DFR2026.04 | 77.8 | 87.8 | |
| SG2026.04 | 74.8 | 88.2 | |
| ERM2026.04 | 73.7 | 88 | |
| NFL2026.04 | 71.7 | 83.2 | |
| LEIAGroup Info (Train/Val)=✗/✗2026.02 | 71.6 | 91.4 | |
| DPEGroup Info (Train/Val)=✗/✗2026.02 | 69.9 | 82.2 | |
| CRTGroup Info (Train/Val)=✗/✗2026.02 | 67.8 | 82.7 | |
| LISAGroup Info (Train/Val)=✗/✗2026.02 | 65.8 | 84.6 | |
| ReWeightCRTGroup Info (Train/Val)=✗/✗2026.02 | 64.7 | 82.4 | |
| DFRGroup Info (Train/Val)=✗/✗2026.02 | 64.4 | 80.7 | |
| ERMGroup Info (Train/Val)=✗/✗2026.02 | 63.2 | 85.4 | |
| CVaRDROGroup Info (Train/Val)=✗/✗2026.02 | 62.9 | 81.6 | |
| JTTGroup Info (Train/Val)=✗/✗2026.02 | 51 | 79 |