Out-of-Distribution Detection on ImageNet-200 (ID) vs Far-OOD (average) 1.0 (test)
93.19AUROCELogitNorm
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 93.19 | 27.74 | |
| LogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 91.54 | 31.32 | |
| Cross-EntropyBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 85.23 | 51.45 |