Out-of-distribution Detection on CIFAR-10 vs SVHN (test)
99.84AUROC
Forte+SVM
Updated 7d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024.10 | 99.84 | 0 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 99.49 | 0 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 98.37 | 7.53 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 97.3 | 13.16 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 87 | 61.28 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 64.21 | 76.36 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 14.3 | 98.83 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 6.5 | 100 | - | - | - | - | - | - | - | - | - | - | |
2024.12 | 0.9999 | 0 | - | 99.99 | 100 | - | - | - | 91.89 | 94.97 | 95.37 | 95.4 | |
2026.02 | 0.9967 | - | - | - | - | 99.05 | - | - | - | - | - | - | |
2019.12 | 0.995 | - | 96.7 | - | - | - | 97.6 | - | - | - | - | - | |
2021.05 | 0.9949 | 1.89 | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 0.9946 | 2 | - | - | - | - | - | - | - | - | - | - | |
| 0.991 | 96.4 | 95.8 | - | - | - | - | - | - | - | - | - | ||
2018.07 | 0.991 | 96.4 | 95.8 | 98.3 | 99.6 | - | - | - | - | - | - | - | |
2019.12 | 0.991 | - | 95.8 | - | - | - | 87.8 | - | - | - | - | - | |
2019.12 | 0.991 | - | 95.9 | - | - | - | 96.1 | - | - | - | - | - | |
2026.02 | 0.9906 | - | - | - | - | 97.79 | - | - | - | - | - | - | |
| 0.989 | 2.7 | - | - | - | 89.8 | - | - | - | - | - | - | ||
2021.05 | 0.984 | 4.8 | - | - | - | - | - | - | - | - | - | - | |
| 0.981 | 90.8 | 93.9 | - | - | - | - | - | - | - | - | - | ||
2018.07 | 0.981 | 90.8 | 93.9 | 96.6 | 99.2 | - | - | - | - | - | - | - | |
2019.12 | 0.981 | - | 93.9 | - | - | - | 90.8 | - | - | - | - | - | |
2023.03 | 0.98 | - | - | - | - | - | - | - | - | - | - | - | |
| 0.976 | 89.6 | 92.6 | - | - | - | - | - | - | - | - | - | ||
2024.12 | 0.9749 | 13.26 | - | 95.66 | 98.69 | - | - | - | 36.64 | 56.81 | 76.77 | 89.54 | |
2023.03 | 0.97 | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 0.97 | - | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.967 | 86.6 | 91.1 | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.967 | 86.6 | 91.1 | 92.5 | 98.5 | - | - | - | - | - | - | - | |
2019.12 | 0.967 | - | 91.1 | - | - | - | 70.3 | - | - | - | - | - | |
2024.04 | 0.9662 | - | - | - | - | 95.69 | - | - | - | - | - | - | |
2024.12 | 0.9643 | 20.88 | - | 93.62 | 98.32 | - | - | - | 32.72 | 47.33 | 67.2 | 86.75 | |
2024.12 | 0.9632 | 9.89 | - | 94.88 | 96.25 | - | - | - | 33.82 | 67.94 | 80.31 | 91.72 | |
2021.04 | 0.96 | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 0.96 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 0.9578 | - | - | - | - | 91 | - | - | - | - | - | - | |
2018.07 | 0.955 | 86.2 | 91.4 | - | - | - | - | - | - | - | - | - | |
| 0.955 | 75.8 | 89.1 | - | - | - | - | - | - | - | - | - | ||
2018.07 | 0.955 | 86.2 | 91.4 | 78.8 | 98.3 | - | - | - | - | - | - | - | |
2019.12 | 0.955 | - | 91.4 | - | - | - | 86.2 | - | - | - | - | - | |
2021.05 | 0.955 | 24.2 | - | - | - | - | - | - | - | - | - | - | |
2024.12 | 0.9548 | 11.15 | - | 93.46 | 94.58 | - | - | - | 32.18 | 58.44 | 72.38 | 90.33 | |
2021.04 | 0.95 | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 0.95 | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 0.94 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.936 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.933 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.93 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.93 | - | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.928 | 70.5 | 86.5 | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.927 | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 0.9267 | - | - | - | - | 96.25 | - | - | - | - | - | - | |
2024.04 | 0.926 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.926 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.9241 | - | - | - | - | 88.06 | - | - | - | - | - | - | |
2024.04 | 0.9235 | - | - | - | - | 91.57 | - | - | - | - | - | - | |
2024.04 | 0.9232 | - | - | - | - | 89.42 | - | - | - | - | - | - | |
2024.12 | 0.9208 | 30.56 | - | 80.95 | 96.28 | - | - | - | 1.85 | 5.74 | 21.44 | 75.81 | |
| 0.919 | 25.7 | - | - | - | 64 | - | - | - | - | - | - | ||
2024.04 | 0.9186 | - | - | - | - | 88.06 | - | - | - | - | - | - | |
2021.07 | 0.9157 | 49.04 | - | - | - | 98.12 | - | - | - | - | - | - | |
2021.07 | 0.9134 | 49.89 | - | - | - | 98.13 | - | - | - | - | - | - | |
2024.04 | 0.912 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.912 | - | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 0.9072 | 23.67 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 0.9 | - | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.899 | 40.2 | 83.2 | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.899 | 40.2 | 83.2 | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.899 | 32.5 | 85.1 | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.899 | 32.5 | 85.1 | - | - | - | - | - | - | - | - | - | |
2018.07 | 0.899 | 40.2 | 83.2 | 83.1 | 94.7 | - | - | - | - | - | - | - | |
2018.07 | 0.899 | 32.5 | 85.1 | 85.4 | 94 | - | - | - | - | - | - | - | |
2019.12 | 0.899 | - | 85.1 | - | - | - | 50.5 | - | - | - | - | - | |
2019.12 | 0.899 | - | 83.2 | - | - | - | 40.2 | - | - | - | - | - | |
2024.12 | 0.8978 | 60.27 | - | 85.33 | 94.25 | - | - | - | 20.05 | 38.23 | 55.43 | 74.01 | |
2024.04 | 0.8931 | - | - | - | - | 82.22 | - | - | - | - | - | - | |
2024.04 | 0.8913 | - | - | - | - | 81.26 | - | - | - | - | - | - | |
2024.04 | 0.8904 | - | - | - | - | 88.06 | - | - | - | - | - | - | |
2021.04 | 0.89 | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 0.89 | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 0.8887 | - | - | - | - | 84.85 | - | - | - | - | - | - | |
2024.04 | 0.8886 | - | - | - | - | 84.64 | - | - | - | - | - | - | |
2024.04 | 0.8884 | - | - | - | - | 84.1 | - | - | - | - | - | - | |
2026.05 | 0.885 | - | - | - | - | - | - | - | - | - | - | - | |
2021.07 | 0.8845 | 57.33 | - | - | - | 97.44 | - | - | - | - | - | - | |
2023.03 | 0.88 | - | - | - | - | - | - | - | - | - | - | - | |
2025.11 | 0.879 | 19.7 | - | 84.1 | 92.4 | - | - | 17.5 | - | - | - | - | |
2025.11 | 0.879 | 19.7 | - | - | 92.4 | - | - | - | - | - | - | - | |
2024.04 | 0.8756 | - | - | - | - | 82.96 | - | - | - | - | - | - | |
2025.11 | 0.869 | 20.8 | - | 82.4 | 91.8 | - | - | 18.6 | - | - | - | - | |
2025.11 | 0.869 | 20.8 | - | - | 91.8 | - | - | - | - | - | - | - | |
2025.11 | 0.866 | 21 | - | 82.1 | 91.5 | - | - | 18.7 | - | - | - | - | |
2025.11 | 0.866 | 21 | - | - | 91.5 | - | - | - | - | - | - | - | |
2021.07 | 0.8658 | 71.66 | - | - | - | 97.06 | - | - | - | - | - | - | |
2018.07 | 0.865 | 40.3 | 77.8 | - | - | - | - | - | - | - | - | - | |
2025.11 | 0.864 | 20.7 | - | 80.8 | 91.8 | - | - | 19.5 | - | - | - | - | |
2025.11 | 0.864 | 20.7 | - | - | 91.8 | - | - | - | - | - | - | - | |
2025.11 | 0.861 | 21.3 | - | 80.9 | 91.3 | - | - | 19.5 | - | - | - | - | |
2025.11 | 0.861 | 21.3 | - | - | 91.3 | - | - | - | - | - | - | - |
Showing 100 of 137 rows