Out-of-Distribution Detection on ImageNet-200 (ID) vs Near-OOD (average) 1.0 (test)
76.88AUROCELogitNorm
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 76.88 | 64.54 | |
| Cross-EntropyBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 76.02 | 65.68 | |
| LogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 74.62 | 68.56 |