Out-of-Distribution Detection on ImageNet-200 (ID) vs NINCO 1.0 (test)
83.24AUROCELogitNorm
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 83.24 | 52.22 | |
| LogitNormBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 81.73 | 55.04 | |
| Cross-EntropyBackbone=ResNet50, ID Dataset=ImageNet1K, OOD Score=MSP2025.04 | 79.95 | 56.88 |