| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | WebVision mini (val) | Top-1 Accuracy81.84 | 78 | |
| Image Classification | WebVision 1.0 (val) | Top-1 Acc80.92 | 59 | |
| Image Classification | Webvision (test) | Acc85.12 | 57 | |
| Image Classification | WebVision (val) | Top-1 Acc84.16 | 40 | |
| Image Classification | WebVision 50 (val) | Top-1 Acc79.96 | 33 | |
| Image Classification | WebVision 1000 | Top-1 Acc75.78 | 28 | |
| Image Classification | WebVision mini 1.0 (val) | Top-1 Acc80.44 | 22 | |
| Image Classification | WebVision mini (test) | Top-1 Acc82.6 | 21 | |
| Image Classification | WebVision-1000 (val) | Top-1 Acc76.5 | 21 | |
| Image Classification | WebVision | Accuracy79.3 | 16 | |
| Image Classification | WebVision first 50 classes (val) | Top-1 Accuracy80.5 | 15 | |
| Image Classification | WebVision mini | Accuracy80.5 | 9 | |
| Image Classification | WebVision 23 | Top-1 Accuracy78.92 | 8 | |
| Image Classification | mini WebVision first 50 classes (val) | Top-1 Acc77.64 | 7 | |
| Image Classification | WebVision mini first 50 classes v1 (val) | Top-1 Accuracy79.28 | 7 | |
| Image Classification | WebVision 2017 (val) | Top-1 Accuracy74.6 | 7 | |
| Noisy Label Learning | WebVision (test) | Accuracy77.32 | 6 | |
| Open-set recognition | WebVision1k (test) | C-F162.2 | 5 | |
| Noisy Label Learning | WebVision | Accuracy79.37 | 4 | |
| Image Classification | WebVision 10% labels (test) | Top-1 Error43.08 | 4 |