Image Classification on ImageNet-C (test)
22mCE (Mean Corruption Error)
RPL
Updated 3d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.04 | 22 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 23 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
| 28.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
2021.04 | 34.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 35.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 38.74 | 30.5 | 30.6 | 29.2 | 47.3 | 54.3 | 44.4 | 49.4 | 34.5 | 31.7 | 25.7 | 34.7 | 33.1 | 52.9 | 39.5 | 43.2 | - | - | - | - | - | - | |
2021.04 | 40.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 40.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 41.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 42.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 13.3 | - | |
2021.04 | 42.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 43.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 44.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 44.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 45.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 46.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 46.22 | 36.9 | 38.6 | 36 | 54.6 | 57.4 | 53.4 | 63.2 | 45.4 | 38.7 | 34.1 | 40.9 | 39.6 | 56.6 | 45 | 53 | - | - | - | - | - | - | |
2021.04 | 47 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 47.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 49.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 49.62 | 47 | 48.3 | 46 | 55.7 | 65.6 | 46.7 | 54 | 40 | 40.6 | 32.2 | 42.3 | 42 | 57.1 | 63.1 | 63.6 | - | - | - | - | - | - | |
2022.04 | 49.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 49.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 49.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 49.95 | - | 0.9 | 0.89 | 99 | 97 | 1 | 1.01 | 0.99 | 98 | 1 | 1 | 0.96 | 96 | 84 | 0.9 | - | 0.954 | - | - | 0.91 | 30.6 | |
2023.12 | 50 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 5.8 | - | |
2023.03 | 50.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 50.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 50.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 51 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 4.8 | - | |
2023.03 | 51.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 51.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 51.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 51.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 51.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 51.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 51.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 52.23 | - | 1 | 1 | 100 | 100 | 1 | 1 | 1 | 100 | 1 | 1 | 1 | 100 | 100 | 1 | - | 1 | - | - | 1 | 29.8 | |
2021.11 | 52.71 | 43 | 47.2 | 44.4 | 63.2 | 73.4 | 55.1 | 70.8 | 51.6 | 45.6 | 35.2 | 44.2 | 41.3 | 61.6 | 54 | 59.4 | - | - | - | - | - | - | |
2019.11 | 52.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 53.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 53.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.11 | 53.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 53.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 53.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 54.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 1 | - | |
2023.03 | 55.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 55.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 0 | - | |
2019.11 | 56.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.11 | 57.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 58.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.11 | 58.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 58.67 | - | 1.02 | 0.99 | 100 | 96 | 1.01 | 0.99 | 1 | 100 | 1.07 | 1.03 | 0.96 | 92 | 83 | 0.97 | - | 0.985 | - | - | 1.02 | 28.6 | |
2024.08 | 59 | - | 0.94 | 0.93 | 98 | 94 | 0.99 | 0.95 | 1.01 | 99 | 1.06 | 1.02 | 1 | 89 | 84 | 1.02 | - | 0.968 | - | - | 0.95 | 28.7 | |
2019.11 | 59.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 59.61 | - | 1 | 1 | 100 | 100 | 1 | 1 | 1 | 100 | 1 | 1 | 1 | 100 | 100 | 1 | - | 1 | - | - | 1 | 26.9 | |
2019.11 | 60.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 60.41 | - | 0.95 | 0.94 | 97 | 97 | 0.99 | 0.98 | 1 | 98 | 1.02 | 1.01 | 0.95 | 93 | 82 | 0.96 | - | 0.961 | - | - | 0.95 | 28.3 | |
2019.11 | 60.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.11 | 60.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 61.21 | - | 1 | 1 | 100 | 100 | 1 | 1 | 1 | 100 | 1 | 1 | 1 | 100 | 100 | 1 | - | 1 | - | - | 1 | 26.9 | |
2019.11 | 61.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 61.66 | - | 0.89 | 0.89 | 95 | 89 | 0.96 | 0.92 | 1.01 | 97 | 1.09 | 1.08 | 1.03 | 91 | 55 | 0.87 | - | 0.924 | - | - | 0.91 | 30.7 | |
2021.11 | 61.7 | 59.2 | 60.2 | 62.4 | 60.7 | 70.8 | 59.5 | 69.9 | 64.4 | 63.8 | 58.3 | 48.7 | 61.5 | 70.9 | 55.2 | 60 | - | - | - | - | - | - | |
2023.03 | 62 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 62.1 | - | 0.89 | 0.89 | 99 | 97 | 0.99 | 0.96 | 1 | 96 | 0.98 | 1 | 1 | 98 | 70 | 0.87 | - | 0.938 | - | - | 0.9 | 27.6 | |
2023.03 | 62.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 62.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.11 | 62.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 62.6 | - | 0.96 | 0.97 | 97 | 97 | 0.98 | 0.97 | 0.97 | 96 | 0.95 | 0.96 | 0.97 | 95 | 94 | 0.95 | - | 0.962 | - | - | 0.97 | 26.5 | |
2019.11 | 62.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 62.98 | - | 1 | 1 | 100 | 100 | 1 | 1 | 1 | 100 | 1 | 1 | 1 | 100 | 100 | 1 | - | 1 | - | - | 1 | 26.9 | |
2019.11 | 64.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 64.19 | 63.3 | 63.1 | 64.6 | 66.1 | 77 | 63.5 | 71.6 | 62.4 | 65.4 | 59.4 | 52 | 62 | 73.2 | 55.3 | 62.9 | - | - | - | - | - | - | |
2024.08 | 64.5 | - | 0.98 | 0.98 | 96 | 96 | 0.98 | 0.97 | 0.99 | 100 | 1.02 | 0.99 | 0.99 | 91 | 81 | 0.97 | - | 0.967 | - | - | 0.99 | 28.2 | |
2024.08 | 64.5 | - | 0.98 | 0.99 | 98 | 95 | 0.97 | 0.97 | 0.97 | 97 | 0.99 | 0.98 | 0.99 | 92 | 83 | 1 | - | 0.966 | - | - | 0.99 | 27.6 | |
2023.03 | 64.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.12 | 64.9 | 61 | 62 | 61 | 69 | 77 | 63 | 72 | 66 | 68 | 63 | 59 | 52 | 74 | 60 | 67 | - | - | - | - | - | - | |
2019.11 | 65.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 65.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.11 | 66.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 66.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 66.5 | - | 1 | 1.02 | 99 | 100 | 0.99 | 0.99 | 0.99 | 98 | 1 | 0.98 | 0.99 | 99 | 99 | 1.03 | - | 0.996 | - | - | 1 | 26.9 | |
2021.04 | 66.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 66.6 | - | 0.99 | 0.97 | 99 | 98 | 1 | 1 | 1 | 99 | 1 | 0.99 | 1.01 | 98 | 91 | 0.86 | - | 0.976 | - | - | 0.98 | 28.8 | |
2024.08 | 66.7 | - | 1 | 1 | 100 | 100 | 1 | 1 | 1 | 100 | 1 | 1 | 1 | 100 | 100 | 1 | - | 1 | - | - | 1 | 26.9 | |
2023.03 | 66.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.08 | 68.18 | - | 1 | 1 | 100 | 100 | 1 | 1 | 1 | 100 | 1 | 1 | 1 | 100 | 100 | 1 | - | 1 | - | - | 1 | 28.6 | |
2019.12 | 68.4 | 65 | 66 | 67 | 70 | 80 | 66 | 66 | 75 | 72 | 67 | 58 | 58 | 79 | 69 | 69 | - | - | - | - | - | - | |
2021.11 | 69.27 | 72.5 | 73.4 | 76.3 | 66.9 | 81.4 | 65.7 | 74.5 | 70.7 | 67.8 | 62.1 | 51 | 67.1 | 75.6 | 68.9 | 65.1 | - | - | - | - | - | - | |
2022.03 | 69.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 58.7 | - | - | 89.2 | - | - | |
2019.11 | 70.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.10 | 70.8 | 63.6 | 65.7 | 69.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | 88.4 | - | - | - | - | |
2022.03 | 71.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 56.5 | - | - | 91.2 | - | - | |
2023.03 | 71.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.03 | 71.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 55.7 | - | - | 91.4 | - | - | |
2020.10 | 72.3 | 65.9 | 68.4 | 73.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | 90 | - | - | - | - | |
2019.12 | 72.7 | 69 | 68 | 72 | 77 | 83 | 80 | 81 | 79 | 75 | 64 | 56 | 70 | 88 | 57 | 71 | - | - | - | - | - | - | |
2019.12 | 73.3 | 69 | 70 | 70 | 77 | 80 | 66 | 66 | 74 | 75 | 69 | 65 | 69 | 80 | 64 | 77 | - | - | - | - | - | - | |
2019.12 | 73.4 | 73 | 74 | 76 | 74 | 86 | 78 | 77 | 77 | 72 | 63 | 56 | 68 | 86 | 71 | 71 | - | - | - | - | - | - |
Showing 100 of 170 rows