Image Classification on CIFAR-10 (ID Calibration Metrics)
95.34ID AccuracyDeep Ensemble
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Deep Ensemble2026.04 | 95.34 | 0.0208 | 0.1571 | 0.0745 | |
| GOEN-NoCenterLossCenterLoss=removed2026.04 | 93.11 | — | — | — | |
| MCDropout2026.04 | 93.01 | 0.0353 | 0.2627 | 0.1108 | |
| EpiNet2026.04 | 89.02 | 0.0184 | 0.3314 | 0.1602 | |
| MoE-K52026.04 | 88.42 | 0.0179 | 0.3565 | 0.1715 | |
| StandardNN2026.04 | 87.06 | 0.0223 | 0.3794 | 0.1893 | |
| TempScaling2026.04 | 87.06 | 0.0149 | 0.3776 | 0.1886 | |
| EDL2026.04 | 81.97 | 0.1944 | 0.8018 | 0.313 |