Question Answering on AmbigQA (Accuracy, Correlation, and AUROC)
59.8AccuracyVariational Credal
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Variational Credal2026.02 | 59.8 | 0.08 | 0.35 | 0.42 | 0.71 | |
| Deep Ensembles2026.02 | 59.1 | 0.8 | 0.27 | 0.21 | 0.6 | |
| CBDL2026.02 | 59 | 0.61 | 0.31 | 0.27 | 0.64 | |
| CreINNs2026.02 | 58.9 | 0.63 | 0.3 | 0.25 | 0.62 | |
| MC Dropout2026.02 | 58.8 | 0.79 | 0.26 | 0.2 | 0.59 | |
| Semantic Entropy2026.02 | 58.2 | 0.84 | 0.25 | 0.19 | 0.58 | |
| P(True)2026.02 | 57.5 | 0.78 | 0.23 | 0.17 | 0.56 |