Binary Image Classification
6.96AACTest-time augmentations
Evaluation results
| Method | Links | |
|---|---|---|
| Test-time augmentations2026.04 | 6.96 | |
| MC Dropout2026.04 | 5.67 | |
| Single model2026.04 | 5.11 | |
| Prediction variance2026.04 | 4.89 | |
| MCMC2026.04 | 4.86 | |
| HUQ2026.04 | 4.68 | |
| Total variance, base2026.04 | 4.28 | |
| Entropy and MI2026.04 | 4 | |
| Total variance, expertsUses experts=inference2026.04 | 2.37 | |
| Total variance, CAEUses experts=training2026.04 | 2.18 |