Out-of-distribution Detection on CIFAR-100 vs SVHN (test)
99.1AUROC
SSDk
Updated 3d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.03 | 99.1 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 98.78 | - | - | - | - | - | 96.97 | - | - | - | - | |
| 98.4 | 91.9 | 93.7 | - | - | - | - | - | - | - | - | ||
2018.07 | 98.4 | 91.9 | 93.7 | 96.4 | 99.3 | - | - | - | - | - | - | |
2019.12 | 98.4 | 91.9 | 93.7 | - | - | - | - | - | - | - | - | |
2019.12 | 98.4 | 91.9 | 93.7 | - | - | - | - | - | - | - | - | |
2026.02 | 97.69 | - | - | - | - | - | 95.2 | - | - | - | - | |
2019.12 | 97.3 | 89.3 | 92.4 | - | - | - | - | - | - | - | - | |
2019.12 | 97.3 | 89.3 | 92.4 | - | - | - | - | - | - | - | - | |
| 97.2 | 82.5 | 91.5 | - | - | - | - | - | - | - | - | ||
2018.07 | 97.2 | 82.5 | 91.5 | 94.8 | 98.8 | - | - | - | - | - | - | |
2019.12 | 97.2 | 82.5 | 91.5 | - | - | - | - | - | - | - | - | |
2019.12 | 97.2 | 82.5 | 91.5 | - | - | - | - | - | - | - | - | |
2019.12 | 96 | 80.8 | 89.6 | - | - | - | - | - | - | - | - | |
2019.12 | 96 | 80.8 | 89.6 | - | - | - | - | - | - | - | - | |
2026.02 | 95.68 | - | - | - | - | - | 90.63 | - | - | - | - | |
2026.02 | 95.3 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 94.9 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 94.58 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 94.4 | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 93.9 | 62.7 | 88 | - | - | - | - | - | - | - | - | |
2018.07 | 93.9 | 62.7 | 88 | 89 | 96.9 | - | - | - | - | - | - | |
2019.12 | 93.9 | 62.7 | 88 | - | - | - | - | - | - | - | - | |
2019.12 | 93.9 | 62.7 | 88 | - | - | - | - | - | - | - | - | |
2018.07 | 93.8 | 70.6 | 86.6 | - | - | - | - | - | - | - | - | |
2018.07 | 93.8 | 70.6 | 86.6 | 87.1 | 97.3 | - | - | - | - | - | - | |
2019.12 | 93.8 | 70.6 | 86.6 | - | - | - | - | - | - | - | - | |
2019.12 | 93.8 | 70.6 | 86.6 | - | - | - | - | - | - | - | - | |
2026.02 | 93.59 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 93.3 | - | - | - | - | - | - | - | - | - | - | |
| 91.8 | 62.2 | 84.6 | - | - | - | - | - | - | - | - | ||
2024.04 | 90.22 | - | - | - | - | - | 88.61 | - | - | - | - | |
2022.02 | 89.7 | - | - | - | - | - | - | - | - | - | - | |
2022.02 | 89.6 | - | - | - | - | - | - | - | - | - | - | |
2021.07 | 89.53 | - | - | - | - | 53.11 | 97.71 | - | - | - | - | |
2022.02 | 88.7 | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 88.2 | 39.8 | 80.7 | - | - | - | - | - | - | - | - | |
2024.04 | 88.06 | - | - | - | - | - | 79.11 | - | - | - | - | |
2026.02 | 87.83 | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 86.9 | - | - | - | - | 42.9 | - | - | - | - | - | |
2021.05 | 86.85 | - | - | - | - | 41.31 | - | - | - | - | - | |
2024.04 | 86.49 | - | - | - | - | - | 86.76 | - | - | - | - | |
2022.02 | 86.2 | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 85.47 | - | - | - | - | - | 78.91 | - | - | - | - | |
2026.02 | 85.46 | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 85.44 | - | - | - | - | 40.46 | - | - | - | - | - | |
| 84.4 | 41.9 | 76.5 | - | - | - | - | - | - | - | - | ||
2021.05 | 84.4 | - | - | - | - | 58.1 | - | - | - | - | - | |
2024.04 | 84.35 | - | - | - | - | - | 77.37 | - | - | - | - | |
2021.07 | 84.32 | - | - | - | - | 84.56 | 96.69 | - | - | - | - | |
2026.02 | 84.15 | - | - | - | - | - | 92.79 | - | - | - | - | |
2022.02 | 82.9 | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 82.7 | 26.7 | 75.6 | - | - | - | - | - | - | - | - | |
2018.07 | 82.7 | 26.7 | 75.6 | - | - | - | - | - | - | - | - | |
2018.07 | 82.7 | 26.7 | 75.6 | 74.3 | 91 | - | - | - | - | - | - | |
2019.12 | 82.7 | 26.7 | 75.6 | - | - | - | - | - | - | - | - | |
2019.12 | 82.7 | 26.7 | 75.6 | - | - | - | - | - | - | - | - | |
2022.02 | 82 | - | - | - | - | - | - | - | - | - | - | |
2022.02 | 81.6 | - | - | - | - | - | - | - | - | - | - | |
2022.02 | 81.1 | - | - | - | - | - | - | - | - | - | - | |
2021.05 | 80.88 | - | - | - | - | 53.22 | - | - | - | - | - | |
2024.04 | 80.09 | - | - | - | - | - | 73.63 | - | - | - | - | |
2024.04 | 79.99 | - | - | - | - | - | 72.68 | - | - | - | - | |
2022.02 | 79.7 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 79.52 | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 79.5 | 20.3 | 73.2 | - | - | - | - | - | - | - | - | |
2018.07 | 79.5 | 20.3 | 73.2 | - | - | - | - | - | - | - | - | |
2018.07 | 79.5 | 20.3 | 73.2 | 64.8 | 89 | - | - | - | - | - | - | |
2019.12 | 79.5 | 20.3 | 73.2 | - | - | - | - | - | - | - | - | |
2019.12 | 79.5 | 20.3 | 73.2 | - | - | - | - | - | - | - | - | |
2022.02 | 77.6 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 73.31 | - | - | - | - | - | - | - | - | - | - | |
2018.07 | 72 | 12.2 | 67.7 | - | - | - | - | - | - | - | - | |
2026.02 | 71.08 | - | - | - | - | - | 52.36 | - | - | - | - | |
2024.04 | 70.2 | - | - | - | - | - | 60.06 | - | - | - | - | |
2024.04 | 57.39 | - | - | - | - | - | 55.49 | - | - | - | - | |
2026.02 | 56.69 | - | - | - | - | - | 28.53 | - | - | - | - | |
2024.04 | 56.3 | - | - | - | - | - | 54.84 | - | - | - | - | |
2024.04 | 54.74 | - | - | - | - | - | 59.26 | - | - | - | - | |
2024.04 | 53.38 | - | - | - | - | - | 55.2 | - | - | - | - | |
2024.04 | 50.99 | - | - | - | - | - | 51.28 | - | - | - | - | |
2024.04 | 50.35 | - | - | - | - | - | 52.66 | - | - | - | - | |
2024.04 | 44.62 | - | - | - | - | - | 42.52 | - | - | - | - | |
2024.04 | 44.34 | - | - | - | - | - | 43.44 | - | - | - | - | |
2021.03 | 16.3 | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 10.67 | - | - | - | - | - | 32.11 | - | - | - | - | |
2021.03 | 3 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 2.77 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 2.73 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 2.6 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | - | - | - | - | - | - | - | 0.74 | 81.81 | 5.77 | 89.62 | |
2024.10 | - | - | - | - | - | - | - | 0.74 | 80.72 | 3.9 | 91.17 | |
2024.10 | - | - | - | - | - | - | - | 0.76 | 80.61 | 4.11 | 99.44 |