Out-of-Distribution Detection on CIFAR-100 (FPR95 & AUROC vs SVHN, LSUN, iSUN, Textures, Places365)
22.44FPR95 (SVHN)
Mahalanobis
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2023.02 | 22.44 | 95.67 | 68.9 | 86.3 | 23.07 | 94.2 | 31.38 | 89.28 | 62.39 | 79.39 | 92.66 | 61.39 | 50.14 | 84.37 | |
2023.02 | 23.96 | 93.99 | 70.98 | 73.37 | 76.34 | 76.69 | 70.88 | 78.58 | 37.75 | 87.48 | 95.2 | 59.7 | 62.52 | 78.3 | |
2023.02 | 41.35 | 92.65 | 10.54 | 97.93 | 65.22 | 84.22 | 67.05 | 83.84 | 82.34 | 71.48 | 82.32 | 76.84 | 58.14 | 84.49 | |
2023.02 | 41.89 | 90.61 | 1.06 | 99.68 | 78.18 | 73.97 | 72.73 | 76.14 | 61.49 | 76.57 | 85.33 | 70.53 | 56.78 | 81.25 | |
2023.02 | 54.65 | 88.84 | 0.93 | 99.74 | 49.4 | 91.04 | 48.72 | 90.08 | 65.04 | 76.42 | 79.58 | 77.26 | 49.72 | 87.23 | |
2023.02 | 62.64 | 88.7 | 19.82 | 96.33 | 28.44 | 95.47 | 28.72 | 95.18 | 40.62 | 91.57 | 79.78 | 76.42 | 43.34 | 90.61 | |
2023.02 | 70.91 | 87.46 | 10.73 | 98.04 | 38.52 | 93.49 | 38.53 | 93.42 | 47.64 | 90.17 | 76.39 | 78.66 | 47.12 | 90.21 | |
2023.02 | 81.7 | 75.4 | 60.49 | 85.6 | 85.24 | 69.18 | 85.99 | 70.17 | 84.79 | 71.48 | 82.55 | 74.31 | 80.13 | 74.36 | |
2023.02 | 83.81 | 81.41 | 25.55 | 94.92 | 60.08 | 87.88 | 65.27 | 86.55 | 77.78 | 78.95 | 82.65 | 74.04 | 65.86 | 83.96 | |
2023.02 | 87.46 | 81.85 | 14.72 | 97.43 | 70.65 | 80.14 | 74.54 | 78.95 | 84.15 | 71.03 | 79.2 | 77.72 | 68.45 | 81.19 |