OOD Detection on iNaturalist
99.71AUROC
AdaNeg
Updated 22d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2024.05 | 99.71 | - | - | |
2026.04 | 99.53 | 1.4 | - | |
2024.05 | 99.49 | - | - | |
2026.04 | 99.47 | 1.92 | - | |
2026.04 | 99.28 | 2.75 | - | |
2024.05 | 99.14 | - | - | |
2024.05 | 98.68 | - | - | |
2024.11 | 98.05 | 9.71 | - | |
2024.11 | 97.65 | 12.07 | - | |
2026.05 | 97.45 | 10.38 | - | |
2024.05 | 97.36 | - | - | |
2024.05 | 97.16 | - | - | |
2024.11 | 96.71 | 15.16 | - | |
2026.05 | 96.43 | 11.99 | - | |
2023.02 | 96.37 | 22.25 | - | |
2024.11 | 96.3 | 17.58 | - | |
2026.05 | 96.12 | 12.67 | - | |
2026.04 | 96.1 | 19.46 | - | |
2026.04 | 96.01 | 20.66 | - | |
2024.11 | 95.86 | 13.94 | - | |
2026.05 | 95.81 | 16.81 | - | |
2026.05 | 95.79 | 13.79 | - | |
2026.05 | 95.73 | 13.4 | - | |
2026.04 | 95.72 | 17.59 | - | |
2024.11 | 95.7 | 19.16 | - | |
2026.05 | 95.46 | 14.24 | - | |
2026.05 | 95.33 | 18.22 | - | |
2026.02 | 95.27 | - | 31.32 | |
2026.02 | 95.23 | - | 31.64 | |
2026.04 | 95.17 | 17.84 | - | |
2026.04 | 94.93 | 19.56 | - | |
2026.02 | 94.82 | - | 32.89 | |
2026.04 | 94.81 | 27.5 | - | |
2023.06 | 94.71 | 21.97 | - | |
2024.05 | 94.59 | - | - | |
2024.11 | 94.17 | 31.86 | - | |
2026.02 | 94.15 | - | 38.54 | |
2024.11 | 94.05 | 28.81 | - | |
2024.05 | 93.97 | - | - | |
2024.11 | 93.92 | 28.25 | - | |
2026.05 | 93.78 | 15.49 | - | |
2026.04 | 93.72 | 33.9 | - | |
2026.04 | 93.57 | 22.17 | - | |
2026.04 | 93.54 | 22.94 | - | |
2026.05 | 93.53 | 23.92 | - | |
2026.05 | 93.52 | 28.26 | - | |
2026.04 | 93.38 | 31.14 | - | |
2026.05 | 93.06 | 26.73 | - | |
2026.02 | 92.83 | - | 45.49 | |
2026.05 | 92.75 | 31.1 | - | |
2024.11 | 92.66 | 36.17 | - | |
2026.05 | 92.66 | 33.23 | - | |
2026.05 | 92.61 | 27.52 | - | |
2023.06 | 92.41 | 33.03 | - | |
2026.05 | 92.41 | 30.31 | - | |
2023.06 | 91.97 | 28.88 | - | |
2023.06 | 91.61 | 36.9 | - | |
2026.05 | 91.51 | 30.41 | - | |
2026.04 | 91.46 | 27.74 | - | |
2023.02 | 91.45 | 48.6 | - | |
2024.11 | 91.4 | 43.8 | - | |
2025.05 | 91.3 | - | 29.9 | |
2026.04 | 90.94 | 37.28 | - | |
2023.06 | 90.91 | 33.11 | - | |
2023.06 | 90.7 | 37.85 | - | |
2024.11 | 90.49 | 37.79 | - | |
2026.05 | 89.96 | 24.83 | - | |
2023.06 | 89.83 | 41.39 | - | |
2023.02 | 89.3 | 55.71 | - | |
2023.06 | 89.06 | 47.83 | - | |
2026.04 | 88.54 | 43.08 | - | |
2026.04 | 88.19 | 42.42 | - | |
2024.11 | 88.03 | 60.88 | - | |
2023.02 | 87.92 | 64.09 | - | |
2023.06 | 87.69 | 49.12 | - | |
2024.11 | 87.2 | 39.28 | - | |
2024.11 | 87.18 | 64.98 | - | |
2025.05 | 87 | - | 31 | |
2026.05 | 87 | 42.98 | - | |
2024.11 | 86.87 | 65.57 | - | |
2023.02 | 86.73 | 70.75 | - | |
2026.04 | 86.11 | 48.22 | - | |
2023.02 | 85.7 | 64.95 | - | |
2026.04 | 85.29 | 72.98 | - | |
2024.11 | 84.56 | 65.03 | - | |
2023.02 | 84.47 | 74.98 | - | |
2026.05 | 84.17 | 58.92 | - | |
2026.04 | 82.51 | 47.92 | - | |
2026.04 | 79.3 | 83.58 | - | |
2024.11 | 77.74 | 74.57 | - | |
2025.05 | 68.6 | - | 86.4 | |
2024.11 | 57.73 | 98.93 | - | |
2026.04 | 50.63 | 97.02 | - | |
2026.04 | 42.42 | 91.16 | - | |
2025.05 | 23.6 | - | 99.2 |