Out-of-Distribution Detection on FMNIST
97.3OOD Score
GAPA
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 97.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 99.3 | |
2026.02 | 93.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 97 | |
2026.02 | 92.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 96.3 | |
2026.02 | 90.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 97 | |
2026.02 | 87.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 98.3 | |
2026.02 | 87.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 87.3 | |
2026.02 | 86.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 96.2 | |
2026.02 | 85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 71.6 | |
2026.02 | 85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 91.1 | |
2026.02 | 84.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 71.7 | |
2026.02 | 84.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 82.1 | |
2026.02 | 84.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 76.5 | |
2026.02 | 78.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 77.6 | |
2026.01 | - | 59.07 | 66.61 | 86.65 | 92.75 | 92.99 | 79.85 | 99.92 | 82.28 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 48.92 | 52.37 | 22.53 | 1.07 | 0.02 | 0 | 1.3 | 28.65 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 35.12 | 43.71 | 16.56 | 6.03 | 21.32 | 0 | 0 | 17.19 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 57.83 | 42.97 | 11.9 | 10.85 | 2.42 | 0 | 0 | 100 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 79.43 | 81.04 | 7.61 | 0.31 | 0 | 0 | 0.91 | 16.65 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 51.54 | 53.36 | 66.91 | 65.2 | 16.77 | 26.54 | 99.26 | 64.45 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 53.38 | 41.62 | 7.46 | 2.56 | 0 | 0 | 0 | 38.15 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 40.78 | 47.97 | 0.47 | 0.16 | 0 | 0.02 | 95.78 | 12.51 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | 52.88 | 43.94 | 7.1 | 0 | 0.01 | 0 | 0 | 98.5 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | - | - | - | - | - | - | - | 6.91 | 97.01 | 77.89 | 81.32 | 90.73 | 94.25 | 92.37 | 85.78 | 99.76 | 89.64 | - | |
2026.01 | - | - | - | - | - | - | - | - | - | 7.38 | 95.64 | 44.63 | 47.93 | 11.14 | 10.35 | 10 | 10 | 19.39 | 15.09 | - | |
2026.01 | - | - | - | - | - | - | - | - | - | 4.84 | 98.32 | 70.2 | 67.16 | 45.66 | 59.11 | 52.77 | 10 | 10 | 99.98 | - |