| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | Clothing1M (test) | Accuracy82.1 | 574 | |
| Image Classification | Clothing1M | Accuracy75.4 | 50 | |
| Image Classification | Clothing1M 1.0 (test) | Accuracy81.16 | 45 | |
| Classification | Clothing1M 10k clean (test) | Accuracy74.02 | 11 | |
| Image Classification | Clothing1M clean 1.0 (test) | Accuracy75.4 | 10 | |
| Image Classification | Clothing1M (val) | Accuracy80.4 | 10 | |
| Noisy Label Learning | Clothing1M (test) | Accuracy74.76 | 8 | |
| Image Classification | Clothing1M noisy (train val) | Accuracy72.24 | 8 | |
| Image Classification | Clothing1M noisy data only 1.0 | Accuracy72.42 | 8 | |
| Image Classification | Clothing1M non-i.i.d. | Accuracy61.42 | 6 | |
| Noisy Label Learning | Clothing1M | Accuracy74.26 | 5 |