Uncertainty Quantification in Visual Question Answering on OKVQA
0.746AUROCUQ-DAAAM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UQ-DAAAM2026.06 | 0.746 | 0.895 | 0.901 | 4.1 | 74.3 | |
| EigenScore2026.06 | 0.741 | 0.79 | 0.842 | 19 | 75.3 | |
| Semantic Entropy2026.06 | 0.712 | 0.444 | 0.532 | 18.9 | 73.4 | |
| LN-Entropy2026.06 | 0.698 | 0.856 | 0.699 | 5.7 | 74.1 | |
| Neighborhood2026.06 | 0.512 | 0.577 | 0.58 | 50.2 | 62.9 |