Out-of-distribution Detection on CIFAR-100 (ID) vs LSUN (OOD) (test)
99.3AUROC
Ours
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2019.12 | 99.3 | 97.2 | 96.4 | - | - | - | - | |
2019.12 | 99.28 | 97.14 | 96.19 | - | - | - | - | |
2019.12 | 99.2 | 96.6 | 96.7 | - | - | - | - | |
2021.05 | 98.45 | - | - | - | - | 7.14 | - | |
| 98.2 | 90.9 | 93.5 | - | - | - | - | ||
2018.07 | 98.2 | 90.9 | 93.5 | 98.4 | 97.8 | - | - | |
2019.12 | 98.2 | 90.89 | 93.5 | - | - | - | - | |
2019.12 | 98.2 | 90.9 | 93.5 | - | - | - | - | |
| 98 | 91.4 | 93.9 | - | - | - | - | ||
2018.07 | 98 | 91.4 | 93.9 | 98.2 | 97.5 | - | - | |
2019.12 | 98 | 91.4 | 93.9 | - | - | - | - | |
| 97.9 | 91.4 | 93.8 | - | - | - | - | ||
2021.05 | 97.89 | - | - | - | - | 9.23 | - | |
2021.05 | 97.67 | - | - | - | - | 9.27 | - | |
| 96.77 | - | - | - | - | 16.53 | - | ||
2019.12 | 95.9 | 85.5 | 90.4 | - | - | - | - | |
2022.02 | 92.3 | - | - | - | - | - | - | |
2022.02 | 92.1 | - | - | - | - | - | - | |
2022.02 | 90.8 | - | - | - | - | - | - | |
2024.04 | 88.38 | - | - | - | - | - | 85.1 | |
2022.02 | 86.5 | - | - | - | - | - | - | |
2021.05 | 86 | - | - | - | - | 56.5 | - | |
2024.04 | 85.74 | - | - | - | - | - | 74.39 | |
2018.07 | 85.7 | 42.1 | 77.3 | - | - | - | - | |
2024.04 | 85.7 | - | - | - | - | - | 77.74 | |
2018.07 | 85.6 | 45.6 | 78.3 | - | - | - | - | |
2018.07 | 85.6 | 45.6 | 78.3 | 84.5 | 85.7 | - | - | |
2019.12 | 85.6 | 23.2 | 78.3 | - | - | - | - | |
2019.12 | 85.6 | 23.2 | 78.3 | - | - | - | - | |
2024.04 | 85.55 | - | - | - | - | - | 79.68 | |
2018.07 | 85.5 | 41.2 | 77.1 | - | - | - | - | |
2018.07 | 85.5 | 41.2 | 77.1 | 86.4 | 84.2 | - | - | |
2019.12 | 85.5 | 41.2 | 77.1 | - | - | - | - | |
2022.02 | 85 | - | - | - | - | - | - | |
2022.02 | 83.7 | - | - | - | - | - | - | |
2021.05 | 83.4 | - | - | - | - | 57.5 | - | |
2021.05 | 83.08 | - | - | - | - | 30.21 | - | |
2022.02 | 83 | - | - | - | - | - | - | |
2022.02 | 82.7 | - | - | - | - | - | - | |
| 82.3 | 56.6 | 79.7 | - | - | - | - | ||
2021.05 | 82.3 | - | - | - | - | 43.4 | - | |
2018.07 | 81.9 | 31.6 | 74.6 | - | - | - | - | |
2022.02 | 81.5 | - | - | - | - | - | - | |
2019.12 | 79 | 20.5 | 57.8 | - | - | - | - | |
2024.04 | 76.93 | - | - | - | - | - | 71 | |
2022.02 | 76.8 | - | - | - | - | - | - | |
2024.04 | 76.5 | - | - | - | - | - | 71.92 | |
2018.07 | 75.8 | 18.8 | 69.9 | - | - | - | - | |
2018.07 | 75.8 | 18.8 | 69.9 | - | - | - | - | |
2018.07 | 75.8 | 18.8 | 69.9 | 77.6 | 72 | - | - | |
2019.12 | 75.8 | 18.8 | 69.9 | - | - | - | - | |
2019.12 | 75.8 | 18.8 | 69.9 | - | - | - | - | |
2024.04 | 72.08 | - | - | - | - | - | 60.19 | |
2018.07 | 70.8 | 16.7 | 64.9 | - | - | - | - | |
2018.07 | 70.8 | 16.7 | 64.9 | - | - | - | - | |
2018.07 | 70.8 | 16.7 | 64.9 | 74.1 | 67.9 | - | - | |
2019.12 | 70.8 | 17.6 | 64.9 | - | - | - | - | |
2024.04 | 63.76 | - | - | - | - | - | 57.2 | |
2024.04 | 59.41 | - | - | - | - | - | 58.3 | |
2024.04 | 47.46 | - | - | - | - | - | 45.41 | |
2024.04 | 43.99 | - | - | - | - | - | 42.74 | |
2024.04 | 42.28 | - | - | - | - | - | 46.07 | |
2024.04 | 41.67 | - | - | - | - | - | 45.91 | |
2024.04 | 41.1 | - | - | - | - | - | 44.35 | |
2024.04 | 39.42 | - | - | - | - | - | 42.57 | |
2024.04 | 31.61 | - | - | - | - | - | 39.4 | |
2024.04 | 27.53 | - | - | - | - | - | 36.97 |