OOD Detection on CIFAR-100 standard (test)
76.77SVHN FPR95GradNorm
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GradNormBackbone=ResNet-202021.10 | 76.77 | 79.35 | 1.12 | 99.69 | 88.74 | 65.99 | 57.75 | 81.83 | 56.1 | 81.72 | |
| MahalanobisBackbone=ResNet-202021.10 | 81.46 | 81.71 | 68.97 | 90.74 | 96.5 | 50.35 | 42.71 | 87.48 | 72.41 | 77.57 | |
| MSPBackbone=ResNet-202021.10 | 86.33 | 72.56 | 66.33 | 82.06 | 87.57 | 69.05 | 90.64 | 64.02 | 82.72 | 71.92 | |
| EnergyBackbone=ResNet-202021.10 | 89.03 | 76.42 | 21.9 | 95.9 | 82.55 | 72.98 | 88.81 | 66.74 | 70.57 | 78.01 | |
| ODINBackbone=ResNet-202021.10 | 94.8 | 66.85 | 26.14 | 95.09 | 82.57 | 72.9 | 89.91 | 66.35 | 73.36 | 75.3 |