Text Classification on CivilComments
81Worst-Group AccuracyBISE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BISEfinetuning=true2026.03 | 81 | — | |
| Group DRO2026.03 | 80.4 | — | |
| BISE2026.03 | 80.4 | — | |
| DeDiER2026.03 | 78.3 | — | |
| DeTT2026.03 | 75 | — | |
| SCER2025.11 | 74 | 81.7 | |
| SimKD2026.03 | 74 | — | |
| LISA2025.11 | 73.7 | 82.7 | |
| ReSample2025.11 | 73.3 | 82.2 | |
| RWG2026.03 | 72 | — | |
| PDE2025.11 | 71.5 | 86.3 | |
| GroupDRO2025.11 | 70.6 | 81.8 | |
| ElRep2025.11 | 70.5 | 79 | |
| BISE (last)2026.03 | 67.9 | — | |
| JTT2026.03 | 67.8 | — | |
| ERM2025.11 | 63.7 | 85.4 | |
| Vanilla2026.03 | 59.6 | — |