Out-of-Distribution Detection on ImageNet-200 vs iNaturalist 1.0 (test)
96.15AUROCELogitNorm
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 96.15 | 16.56 | |
| LogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 94.57 | 20.75 | |
| Cross-EntropyBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 88.41 | 43.34 |