OOD Detection on CIFAR-100-R (test)
99.22Sensor Failure AUROCCER
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CER2026.02 | 99.22 | 3.3 | 97.29 | 5.82 | 91.5 | 28.25 | 96.01 | 12.46 | |
| PALM2026.02 | 95.57 | 25.6 | 97.87 | 8.13 | 88.47 | 61.25 | 84.3 | 48.45 | |
| kNN+2026.02 | 93.16 | 41.74 | 89.07 | 72.72 | 87.62 | 66.88 | 89.95 | 60.45 | |
| Energy2026.02 | 92.72 | 40.13 | 88.89 | 66.76 | 83.1 | 78.45 | 88.24 | 61.78 | |
| CIDER2026.02 | 89.41 | 70.96 | 93.03 | 39.53 | 73.73 | 85.42 | 85.39 | 66.3 | |
| MSP2026.02 | 86.52 | 61.78 | 78.08 | 81.2 | 76.26 | 84.4 | 80.29 | 75.79 | |
| ODIN2026.02 | 67.48 | 82.12 | 61.85 | 88.25 | 59.5 | 88.41 | 62.94 | 86.26 |