OOD Detection on CIFAR-100 Mean (test)
20.02FPR@95% TPRAHGC
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AHGC2024.12 | 20.02 | 84.69 | 87.21 | 76.22 | 21.04 | 28.96 | 39.58 | 56.41 | |
| UDG2024.12 | 75.45 | 79.63 | 80.69 | 74.1 | 3.85 | 8.66 | 20.57 | 44.47 | |
| ConjNorm2024.12 | 76.31 | 77.78 | 80.18 | 71.56 | 3.71 | 9.82 | 20.07 | 47.12 | |
| Scone2024.12 | 76.36 | 78.06 | 79.96 | 70.5 | 3.46 | 8.75 | 18.99 | 49.33 | |
| OE2024.12 | 80.06 | 78.46 | 80.22 | 71.83 | 2.74 | 8.37 | 22.18 | 46.75 | |
| EBO2024.12 | 81.66 | 79.31 | 80.54 | 72.82 | 2.43 | 7.26 | 21.41 | 49.39 | |
| ODIN2024.12 | 81.89 | 77.98 | 78.54 | 72.56 | 1.84 | 5.65 | 17.77 | 46.73 | |
| MCD2024.12 | 85.14 | 74.82 | 75.93 | 69.14 | 1.06 | 4.6 | 16.73 | 41.83 |