Uncertainty Quantification on VIZWIZ
0.681AUROCKLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KLEUncertainty Level=Semantic-Level2026.05 | 0.681 | 0.064 | |
| VIG-TUQUncertainty Level=Token-Level2026.05 | 0.678 | 0.089 | |
| VIG-TUQ-AUncertainty Level=Token-Level2026.05 | 0.675 | 0.086 | |
| VIG-TUQ-JSDUncertainty Level=Token-Level2026.05 | 0.663 | 0.092 | |
| Token-EntropyUncertainty Level=Token-Level2026.05 | 0.648 | 0.094 | |
| SEUncertainty Level=Semantic-Level2026.05 | 0.648 | 0.061 | |
| Log-PerplexityUncertainty Level=Token-Level2026.05 | 0.645 | 0.096 | |
| CCPUncertainty Level=Token-Level2026.05 | 0.64 | 0.104 | |
| Max-ProbUncertainty Level=Token-Level2026.05 | 0.64 | 0.119 | |
| Token-SarUncertainty Level=Token-Level2026.05 | 0.589 | 0.127 |