Out-of-Distribution Detection on CIFAR-10 ID CIFAR-100 OOD
96AUC
KNN
Updated 23d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2025.05 | 96 | - | - | - | - | 19 | - | |
2025.05 | 93.68 | - | - | - | - | 28.67 | - | |
2025.05 | 93.56 | - | - | - | - | 29.39 | - | |
2021.06 | 91.1 | - | 94.91 | 0 | 0.9 | - | - | |
2021.06 | 90 | - | 95.01 | 0 | 0.7 | - | - | |
2021.06 | 89.8 | - | 94.99 | 46.1 | 46.8 | - | - | |
2026.03 | 89.55 | - | - | - | - | - | 41.62 | |
2025.05 | 89.36 | - | - | - | - | 54.04 | - | |
2026.03 | 89.34 | - | - | - | - | - | 50.15 | |
2026.03 | 88.76 | - | - | - | - | - | 46.29 | |
2025.05 | 88.72 | - | - | - | - | 39.48 | - | |
2026.03 | 88.34 | - | - | - | - | - | 45.81 | |
2026.03 | 88.2 | - | - | - | - | - | 53.45 | |
2026.03 | 88.09 | - | - | - | - | - | 53.99 | |
2026.03 | 87.94 | - | - | - | - | - | 50.27 | |
2026.03 | 87.33 | - | - | - | - | - | 51.97 | |
2026.03 | 87.2 | - | - | - | - | - | 46.6 | |
2025.05 | 86.92 | - | - | - | - | 55.12 | - | |
2026.03 | 86.78 | - | - | - | - | - | 47.06 | |
2026.03 | 86.65 | - | - | - | - | - | 57.02 | |
2026.03 | 86.56 | - | - | - | - | - | 58.07 | |
2026.03 | 86.56 | - | - | - | - | - | 58.67 | |
2026.03 | 86.44 | - | - | - | - | - | 59.12 | |
2026.03 | 86.41 | - | - | - | - | - | 59.11 | |
2025.05 | 86.32 | - | - | - | - | 53.86 | - | |
2021.06 | 86 | - | 93.43 | 0 | 4 | - | - | |
2025.05 | 85.71 | - | - | - | - | 38.84 | - | |
2026.03 | 85.55 | - | - | - | - | - | 53.83 | |
2025.05 | 85.37 | - | - | - | - | 68.19 | - | |
2026.03 | 85.04 | - | - | - | - | - | 64.9 | |
2025.05 | 84.63 | - | - | - | - | 51.78 | - | |
2026.03 | 84.56 | - | - | - | - | - | 62.34 | |
2025.05 | 83.9 | - | - | - | - | 62.71 | - | |
2026.03 | 82.11 | - | - | - | - | - | 59.59 | |
2025.05 | 81.47 | - | - | - | - | 52.82 | - | |
2025.05 | 81.43 | - | - | - | - | 53.73 | - | |
2025.05 | 81.43 | - | - | - | - | 53.77 | - | |
2025.05 | 81.2 | - | - | - | - | 44.84 | - | |
2025.05 | 81.19 | - | - | - | - | 44.86 | - | |
2026.03 | 80.06 | - | - | - | - | - | 82.33 | |
2026.03 | 78.99 | - | - | - | - | - | 67.97 | |
2025.05 | 78.77 | - | - | - | - | 51.95 | - | |
2026.03 | 78.72 | 74.82 | - | - | - | - | - | |
2021.06 | 78.3 | - | 93.63 | 0 | 21.7 | - | - | |
2025.05 | 77.78 | - | - | - | - | 55.71 | - | |
2026.03 | 77.57 | 74.23 | - | - | - | - | - | |
2026.03 | 76.86 | - | - | - | - | - | 67.72 | |
2021.06 | 76.7 | - | 87.39 | 47.1 | 57.1 | - | - | |
2026.03 | 76.47 | 99.35 | - | - | - | 80 | - | |
2026.03 | 76.13 | 99.33 | - | - | - | 83.5 | - | |
2025.05 | 76.08 | - | - | - | - | 57.87 | - | |
2026.03 | 76 | - | - | - | - | - | 77.34 | |
2026.03 | 74.98 | 71.11 | - | - | - | - | - | |
2026.03 | 74.26 | 70.46 | - | - | - | - | - | |
2026.03 | 73.91 | 70.23 | - | - | - | - | - | |
2026.03 | 72.53 | 99.16 | - | - | - | 89.5 | - | |
2026.03 | 72.28 | 68.89 | - | - | - | - | - | |
2026.03 | 72.08 | 67.74 | - | - | - | - | - | |
2026.03 | 71.77 | 67.22 | - | - | - | - | - | |
2026.03 | 68.93 | 64.33 | - | - | - | - | - | |
2021.06 | 67.8 | - | 86.96 | 48.1 | 49.7 | - | - | |
2021.06 | 62.9 | - | - | 57.1 | 57.8 | - | - | |
2026.03 | 60.24 | - | - | - | - | - | 94.3 | |
2025.05 | 53.02 | - | - | - | - | 90.02 | - | |
2025.05 | 48.24 | - | - | - | - | 95.07 | - | |
2025.05 | 44.21 | - | - | - | - | 96.84 | - | |
2025.10 | - | 45.57 | - | - | - | - | - | |
2025.10 | - | 84.18 | - | - | - | - | - | |
2025.10 | - | 84.84 | - | - | - | - | - | |
2025.10 | - | 87.73 | - | - | - | - | - | |
2025.10 | - | 88.19 | - | - | - | - | - | |
2025.10 | - | 88.37 | - | - | - | - | - |