Image Classification on ImageNet Distribution Shifts Summary
86.54Avg Shifts Score
Best model on each test set (oracle)
Updated 1mo ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 86.54 | - | - | - | ||
2022.03 | 86.4 | - | - | - | |
2022.03 | 86.2 | - | - | - | |
| 85.63 | - | - | - | ||
2022.03 | 85.54 | - | - | - | |
2022.03 | 85.02 | - | - | - | |
2022.03 | 84.06 | - | - | - | |
2021.09 | 77.4 | 81.9 | - | - | |
2021.09 | 76.9 | 81.8 | - | - | |
2021.09 | 75.9 | 79.8 | - | - | |
2021.09 | 75.9 | 80.2 | - | - | |
2021.09 | 73.4 | 75 | - | - | |
2021.09 | 73.3 | 74.8 | - | - | |
2021.09 | 72.6 | 78.9 | - | - | |
2021.09 | 71.8 | 78.6 | - | - | |
2021.09 | 68.6 | 77.4 | - | - | |
2022.09 | 64.99 | - | 62.83 | - | |
2022.09 | 64.3 | - | 62.61 | - | |
2022.09 | 62.44 | - | 60.81 | - | |
2022.09 | 62.13 | - | 59.91 | - | |
2022.09 | 61.72 | - | 59.28 | - | |
2022.09 | 61.2 | - | 59.42 | - | |
2022.09 | 59.11 | - | 57.2 | - | |
2022.09 | 49.55 | - | 45.75 | - | |
2022.09 | 48.45 | - | 44.83 | - | |
2022.09 | 47.26 | - | 43.89 | - | |
2022.09 | 46.81 | - | 42.82 | - | |
2022.09 | 46.61 | - | 42.43 | - | |
2022.09 | 46.43 | - | 43.09 | - | |
2022.09 | 44.18 | - | 40.69 | - | |
2026.01 | - | - | - | 58.42 | |
2026.01 | - | - | - | 57.39 | |
2026.01 | - | - | - | 58.56 | |
2026.01 | - | - | - | 58.87 | |
2026.01 | - | - | - | 58.76 | |
2026.01 | - | - | - | 58.45 | |
2026.01 | - | - | - | 59.66 | |
2026.01 | - | - | - | 60.23 | |
2026.01 | - | - | - | 53.7 | |
2026.01 | - | - | - | 60.64 | |
2026.01 | - | - | - | 61.72 | |
2026.01 | - | - | - | 60.33 | |
2026.01 | - | - | - | 53.38 | |
2026.01 | - | - | - | 62.29 | |
2026.01 | - | - | - | 62.9 |