Uncertainty Quantification in Visual Question Answering on AdVQA
76.6AUROCEigenScore
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EigenScore2026.06 | 76.6 | 0.872 | 0.811 | 0.211 | 75.3 | |
| UQ-DAAAM2026.06 | 76.3 | 0.941 | 0.875 | 0.043 | 71 | |
| Semantic Entropy2026.06 | 75.7 | 0.799 | 0.781 | 0.182 | 74.2 | |
| Neighborhood2026.06 | 66 | 0.543 | 0.703 | 0.353 | 68.3 | |
| LN-Entropy2026.06 | 63.9 | 0.913 | 0.9 | 0.072 | 70.5 |