Sentence-level binary bias detection on BASIL (test)
76.9F1 ScoreHierBias
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HierBias2026.04 | 76.9 | 0.641 | |
| LLM prompting2026.04 | 74.5 | 0.616 | |
| bias-detector2026.04 | 73.8 | 0.607 | |
| DA-RoBERTa2026.04 | 72.1 | 0.589 | |
| RoBERTa-base2026.04 | 68.9 | 0.548 | |
| BERT-base2026.04 | 66.8 | 0.521 | |
| LR + TF-IDF2026.04 | 58.1 | 0.367 |