OOD Detection on CIFAR-100 CIFAR-10 (test)
43.98FPR@95AHGC
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AHGC2024.12 | 43.98 | 74.47 | 78.21 | 67.13 | 2.46 | 6.88 | 16.96 | 44.42 | |
| OE2024.12 | 79.72 | 78.92 | 81.95 | 74.28 | 2.82 | 9.53 | 23.9 | 48.21 | |
| EBO2024.12 | 81.25 | 78.95 | 80.01 | 74.44 | 0.05 | 4.63 | 18.03 | 48.67 | |
| Scone2024.12 | 81.38 | 72.34 | 73.11 | 64.88 | 1.09 | 4.3 | 15.33 | 42.95 | |
| ODIN2024.12 | 81.82 | 77.9 | 79.93 | 73.39 | 0.09 | 3.69 | 15.39 | 47.2 | |
| UDG2024.12 | 83.35 | 76.18 | 78.92 | 71.15 | 1.99 | 5.58 | 17.27 | 42.11 | |
| ConjNorm2024.12 | 85.87 | 72.55 | 75.5 | 65.38 | 1.29 | 4.76 | 13.85 | 42.17 | |
| MCD2024.12 | 87.74 | 73.15 | 76.51 | 67.24 | 0.35 | 3.26 | 16.18 | 41.41 |