Uncertainty Quantification on ADVQA
0.648AUROCKLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KLEUncertainty Level=Semantic-Level2026.05 | 0.648 | 0.193 | |
| SEUncertainty Level=Semantic-Level2026.05 | 0.636 | 0.194 | |
| VIG-TUQUncertainty Level=Token-Level2026.05 | 0.632 | 0.157 | |
| CCPUncertainty Level=Token-Level2026.05 | 0.631 | 0.127 | |
| VIG-TUQ-AUncertainty Level=Token-Level2026.05 | 0.631 | 0.159 | |
| Max-ProbUncertainty Level=Token-Level2026.05 | 0.623 | 0.182 | |
| Log-PerplexityUncertainty Level=Token-Level2026.05 | 0.616 | 0.166 | |
| Token-EntropyUncertainty Level=Token-Level2026.05 | 0.613 | 0.169 | |
| VIG-TUQ-JSDUncertainty Level=Token-Level2026.05 | 0.591 | 0.166 | |
| Token-SarUncertainty Level=Token-Level2026.05 | 0.568 | 0.171 |