Out-of-Distribution Detection on CIFAR10-LT (ID) vs LSUN (OOD)
97.18AUCVMF-GOS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VMF-GOSBackbone=ResNet-182026.02 | 97.18 | — | — | — | 96.87 | 12.56 | 89.3 | |
| AdaptOD2024.10 | 96.16 | 96.84 | 95.86 | 24.12 | — | — | — | |
| EATBackbone=ResNet-182026.02 | 95.13 | — | — | — | 94.12 | 19.72 | 86.68 | |
| COCL2024.10 | 94.85 | 95.43 | 93.98 | 27.48 | — | — | — | |
| EnergyOE2024.10 | 94 | 94.78 | 93.7 | 28.42 | — | — | — | |
| PASCLBackbone=ResNet-182026.02 | 93.17 | — | — | — | 91.76 | 26.4 | 86.67 | |
| OEBackbone=ResNet-182026.02 | 91.35 | — | — | — | 87.62 | 27.86 | 85.49 |