Image Classification on ImageNet-C severity level 5, continual setting
62Gaussian Blur
DeYO-COME + clip
Updated 1d ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 62 | 64.2 | 63.8 | 58.5 | 59.1 | 65.1 | 63.9 | 70 | 68.6 | 74 | 78.9 | 66.9 | 70.3 | 74.6 | 72.1 | 67.5 | |
2026.06 | 61.7 | 63.7 | 63.7 | 58.7 | 58.2 | 63.9 | 60.1 | 68.3 | 67.2 | 72.6 | 79 | 66.3 | 67.7 | 73.4 | 71.7 | 66.4 | |
2026.06 | 60.9 | 63.4 | 63.4 | 56.7 | 56.9 | 62.8 | 59.8 | 66.2 | 66.1 | 71.1 | 78.1 | 62.9 | 62.8 | 71.7 | 70.8 | 64.9 | |
2026.06 | 60.7 | 62.9 | 62.8 | 55.2 | 54.3 | 62 | 59.1 | 67.1 | 66.1 | 71.6 | 78.6 | 63.1 | 63.7 | 72.5 | 71 | 64.7 | |
2026.06 | 60.3 | 63.7 | 63.6 | 57 | 58.2 | 63.7 | 62.6 | 67.9 | 67.1 | 72 | 78.4 | 64.3 | 66.8 | 73.1 | 71.5 | 66 | |
2026.06 | 60.1 | 62.6 | 62.7 | 53.4 | 52.2 | 60.9 | 57.4 | 66.4 | 65.6 | 71.4 | 78.8 | 63.1 | 61.4 | 72.4 | 70.8 | 63.9 | |
2026.06 | 60.1 | 62.4 | 62.6 | 53.1 | 51.6 | 60.6 | 57.2 | 66.1 | 65.2 | 71 | 78.6 | 61.9 | 61 | 72 | 70.6 | 63.6 | |
2026.06 | 59.7 | 62 | 62 | 51.2 | 50.4 | 58.5 | 55.6 | 63.6 | 63.6 | 67.8 | 77.8 | 55.5 | 59.4 | 70.8 | 69.3 | 61.8 | |
2026.06 | 59.3 | 62.9 | 63.3 | 58.6 | 57.9 | 64 | 62.6 | 67.7 | 67.2 | 72 | 79.3 | 62 | 66.5 | 72.6 | 72.6 | 65.9 | |
2026.06 | 58.9 | 62.1 | 62.3 | 54.3 | 54.2 | 60.9 | 57.4 | 64 | 64 | 68.4 | 78 | 59.8 | 58.6 | 70.6 | 70.1 | 62.9 | |
2026.06 | 58.9 | 62 | 62.3 | 54.4 | 54.4 | 61 | 57.6 | 64.2 | 64.1 | 68.4 | 78 | 59.9 | 58.9 | 70.6 | 70.2 | 63 | |
2026.06 | 57.9 | 61.2 | 61.7 | 54 | 52.7 | 60.7 | 56.6 | 64.2 | 62.9 | 67.9 | 78.1 | 61.1 | 59.1 | 70.4 | 70.5 | 62.6 | |
2026.06 | 57.9 | 61.1 | 61.7 | 54.1 | 52.8 | 60.6 | 56.6 | 64.1 | 62.9 | 68 | 78.1 | 61.1 | 59.1 | 70.4 | 70.5 | 62.6 | |
2026.06 | 57.8 | 61 | 61.6 | 53.7 | 52.5 | 60.4 | 56.1 | 63.7 | 62.4 | 67.1 | 77.9 | 59.1 | 58.1 | 70 | 70.1 | 62.1 | |
2026.06 | 57.8 | 60.9 | 61.6 | 53.7 | 52.6 | 60.3 | 56.2 | 63.7 | 62.4 | 67.2 | 77.9 | 59.2 | 58.4 | 70 | 70.1 | 62.1 | |
2026.06 | 57.5 | 59.3 | 59.7 | 53.7 | 52.4 | 57.9 | 55.3 | 59.9 | 60.8 | 64.1 | 75.9 | 58.2 | 56 | 67.7 | 68.4 | 60.5 | |
2026.06 | 57.1 | 59 | 59.1 | 53.6 | 52.1 | 58.2 | 54.4 | 62.4 | 61.8 | 65.5 | 76.6 | 60.1 | 58.9 | 68.1 | 68.5 | 61 | |
2026.06 | 57 | 58.6 | 58.7 | 52.1 | 48.7 | 56.6 | 52.6 | 61.4 | 60.9 | 62.9 | 76.3 | 56.5 | 56.9 | 66.6 | 68.2 | 59.6 | |
2026.06 | 56.9 | 59.7 | 60.7 | 53.5 | 50.1 | 59.9 | 54.7 | 64 | 61.9 | 66.2 | 77.6 | 57.6 | 56.7 | 69.1 | 70.1 | 61.2 | |
2026.06 | 56.9 | 58.8 | 58.2 | 47.3 | 47 | 61.8 | 60 | 51.3 | 65.4 | 70 | 77 | 58.9 | 59.1 | 71.2 | 69.2 | 60.8 | |
2026.06 | 56.9 | 58.5 | 58.6 | 51.9 | 48.5 | 56.4 | 52.4 | 61.2 | 60.8 | 62.3 | 76.2 | 55.5 | 56.6 | 66.6 | 68.1 | 59.4 | |
2026.06 | 56.2 | 59.1 | 58.7 | 51.9 | 54.7 | 60.1 | 57.5 | 64.5 | 64.1 | 69.7 | 76.9 | 60.7 | 65.5 | 71.4 | 69 | 62.7 | |
2026.06 | 56.2 | 60 | 60.9 | 44.9 | 38.3 | 51.9 | 50.3 | 61.2 | 60.2 | 63.9 | 77.5 | 55.1 | 50.9 | 69.8 | 68.8 | 58 | |
2026.06 | 56.1 | 58.3 | 59.5 | 52.7 | 46.2 | 58.7 | 52.9 | 63.4 | 62.2 | 66.7 | 78.1 | 61.8 | 55.2 | 69.2 | 70.6 | 60.8 | |
2026.06 | 55.8 | 58.3 | 59.3 | 53 | 46.7 | 59.1 | 53.2 | 63 | 61.4 | 66.8 | 78.1 | 64.3 | 53.1 | 69.4 | 70.3 | 60.8 | |
2026.06 | 55.8 | 57.2 | 57.6 | 50.7 | 44.3 | 56.3 | 49.6 | 60.2 | 60.8 | 63.1 | 76.4 | 57.6 | 53.2 | 63.9 | 67.8 | 58.3 | |
2026.06 | 55.7 | 57.1 | 57.6 | 50.9 | 43.9 | 56.3 | 49.8 | 60.1 | 60.4 | 62.6 | 76.3 | 56.9 | 53 | 64.1 | 67.7 | 58.2 | |
2026.06 | 55.6 | 57.7 | 58.3 | 51.7 | 45.2 | 57.6 | 51 | 61.8 | 60.8 | 64.6 | 77.6 | 59 | 53.3 | 67.7 | 68.9 | 59.4 | |
2026.06 | 55.5 | 57.6 | 58.2 | 51.8 | 44.7 | 57.3 | 50.5 | 61.5 | 60.5 | 64 | 77.3 | 56.9 | 53.2 | 67.3 | 68.7 | 59 | |
2026.06 | 55.2 | 57 | 57.6 | 50.8 | 42.9 | 56.7 | 49.6 | 60.9 | 60.8 | 64.4 | 77.3 | 57.2 | 52.3 | 66.1 | 68.9 | 58.5 | |
2026.06 | 55.2 | 56.9 | 57.3 | 50.6 | 41.3 | 55.7 | 49.3 | 59.2 | 59.7 | 61.7 | 76.8 | 51.4 | 50.5 | 65.6 | 68 | 57.3 | |
2026.06 | 55.1 | 57.2 | 58.1 | 51.5 | 42.8 | 57.2 | 50.3 | 61.7 | 61.3 | 63.6 | 77.4 | 52.4 | 52.6 | 67 | 69.3 | 58.5 | |
2026.06 | 55.1 | 57.2 | 58.1 | 51.4 | 42.8 | 57.2 | 50.3 | 61.6 | 61.3 | 63.7 | 77.4 | 52.4 | 52.6 | 66.9 | 69.2 | 58.5 | |
2026.06 | 55.1 | 57 | 57.6 | 50.8 | 42.9 | 56.7 | 49.7 | 61 | 60.9 | 64.5 | 77.4 | 57.6 | 52.4 | 66.4 | 69.2 | 58.6 | |
2026.06 | 54.8 | 56.6 | 57.3 | 51 | 41.4 | 56.2 | 48.7 | 60.3 | 59.6 | 62.4 | 77 | 50.5 | 51 | 66.1 | 68.1 | 57.4 | |
2026.06 | 53.9 | 53.3 | 54.1 | 49.6 | 32.3 | 52.3 | 45.4 | 60.2 | 62.4 | 65.8 | 77.3 | 36.6 | 45.2 | 67.3 | 69.3 | 55 |