Out-of-Distribution Detection on ImageNet-1k ID iNaturalist OOD
0.23FPR95
DAL-ASH
Updated 1mo ago
Evaluation Results
| Method | Links | ||
|---|---|---|---|
2023.11 | 0.23 | 99.85 | |
2023.11 | 0.26 | 99.7 | |
2026.03 | 0.4 | 99.79 | |
2023.11 | 0.47 | 99.82 | |
2025.09 | 0.54 | 99.75 | |
2026.03 | 0.59 | 99.71 | |
2025.09 | 0.59 | 99.71 | |
2023.11 | 0.72 | 99.79 | |
2026.03 | 1.16 | 99.63 | |
2025.09 | 1.16 | 99.63 | |
2026.01 | 1.2 | 99.62 | |
2026.03 | 1.29 | 99.61 | |
2026.01 | 1.54 | 99.6 | |
2026.03 | 1.54 | 99.6 | |
2025.09 | 1.54 | 99.6 | |
2025.09 | 1.57 | 99.57 | |
2025.09 | 1.65 | 99.62 | |
2023.11 | 1.88 | 99.49 | |
2026.03 | 1.91 | 99.49 | |
2025.09 | 1.91 | 99.49 | |
2026.01 | 2.22 | 99.36 | |
2025.09 | 2.22 | 99.36 | |
2026.01 | 4.19 | 98.91 | |
2023.11 | 5.83 | 99.09 | |
2026.03 | 6.32 | 98.73 | |
2026.01 | 6.69 | 98.54 | |
2023.11 | 7.07 | 98.25 | |
2026.01 | 7.13 | 98.71 | |
2023.11 | 7.92 | 98.04 | |
2026.03 | 8.27 | 98.29 | |
2026.03 | 8.63 | 98.07 | |
2026.01 | 8.88 | 98.19 | |
2026.03 | 8.98 | 98.19 | |
2025.09 | 8.98 | 98.19 | |
2023.08 | 11.04 | 98 | |
2023.08 | 11.49 | 97.87 | |
2026.01 | 11.49 | 97.87 | |
2026.01 | 11.63 | 97.85 | |
2026.01 | 12.26 | 97.56 | |
2026.03 | 12.29 | 97.52 | |
2025.09 | 12.29 | 97.52 | |
2026.01 | 13.94 | 95.86 | |
2025.09 | 13.94 | 95.86 | |
2023.08 | 14.21 | 97.32 | |
2026.01 | 15.25 | 97.13 | |
2022.09 | 15.53 | 97.03 | |
2023.08 | 15.7 | 97.12 | |
2026.03 | 16.05 | 96.86 | |
2026.01 | 16.08 | 96.9 | |
2024.09 | 16.58 | 96.19 | |
2026.01 | 16.79 | 96.88 | |
2023.08 | 16.82 | 96.92 | |
2022.09 | 18.22 | 96.36 | |
2023.08 | 18.64 | 96.24 | |
2026.01 | 19.55 | 96.39 | |
2023.08 | 20.38 | 96.22 | |
2026.03 | 21.56 | 95.83 | |
2025.09 | 21.56 | 95.83 | |
2026.03 | 22.55 | 95.98 | |
2025.09 | 22.55 | 95.98 | |
2026.03 | 23.94 | 95.27 | |
2025.09 | 23.94 | 95.27 | |
2023.08 | 25.63 | 94.49 | |
2022.09 | 25.98 | 94.2 | |
2026.03 | 26.12 | 95.33 | |
2023.08 | 26.81 | 93.17 | |
2024.09 | 27.44 | 93.27 | |
2026.03 | 28.99 | 94.62 | |
2024.09 | 29.17 | 94.52 | |
2026.03 | 29.17 | 94.52 | |
2022.09 | 29.3 | 93.18 | |
2025.09 | 29.45 | 93.93 | |
2026.03 | 30.22 | 94.65 | |
2026.02 | 30.9 | 94.6 | |
2023.08 | 31.46 | 94.28 | |
2026.01 | 31.95 | 94.16 | |
2026.03 | 32.19 | 93.16 | |
2026.03 | 32.2 | 94.59 | |
2025.09 | 32.2 | 94.59 | |
2023.08 | 32.3 | 93.57 | |
2022.09 | 34.05 | 92.28 | |
2024.09 | 34.33 | 91.36 | |
2024.09 | 34.7 | 90.55 | |
2024.09 | 35.03 | 89.46 | |
2025.09 | 37.79 | 90.49 | |
2022.09 | 38.36 | 92.98 | |
2023.08 | 39.1 | 91.94 | |
2022.09 | 39.69 | 92.66 | |
2024.09 | 40.17 | 89.76 | |
2026.02 | 41 | 93.5 | |
2023.08 | 42.4 | 91.53 | |
2023.08 | 42.46 | 90.33 | |
2023.08 | 43.09 | 90.83 | |
2023.08 | 44.57 | 92.51 | |
2026.02 | 47 | 90.8 | |
2022.09 | 47.14 | 91.34 | |
2023.08 | 47.66 | 89.66 | |
2022.09 | 51.35 | 90.3 | |
2026.02 | 51.7 | 91 | |
2026.01 | 52.73 | 88.42 |
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