Image classification on BloodyWell (test)
0.942AUROCTotal variance, CAE
Evaluation results
| Method | Links | |
|---|---|---|
| Total variance, CAEUses experts=✓, training2026.04 | 0.942 | |
| Total variance, expertsUses experts=✓, inference2026.04 | 0.942 | |
| Total variance, base2026.04 | 0.9 | |
| Single model2026.04 | 0.889 | |
| Prediction variance2026.04 | 0.888 | |
| MCMC2026.04 | 0.887 | |
| HUQ2026.04 | 0.887 | |
| Entropy and MI2026.04 | 0.879 | |
| MC Dropout2026.04 | 0.852 | |
| Test-time augmentations2026.04 | 0.842 |