Image Classification on Long-tailed ImageNet (val)
64Acc (Many)CE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CEreproduced=true2021.04 | 64 | 38.8 | 5.8 | 41.6 | |
| DRO-LTepsilon=Learnable2021.04 | 64 | 49.8 | 33.1 | 53.5 | |
| DRO-LTepsilon=e[n]2021.04 | 63.8 | 49.5 | 32.7 | 53 | |
| DRO-LTepsilon=Shared2021.04 | 62.6 | 45.2 | 30.5 | 51.6 | |
| SSLreproduced=true2021.04 | 61.4 | 47 | 28.2 | 49.8 | |
| DRO-LTepsilon=0 (ERM)2021.04 | 61 | 45.5 | 26.8 | 48.1 | |
| smDragon2021.04 | 59.7 | 44.2 | 25.3 | 47.4 | |
| T-norm2021.04 | 56.6 | 44.2 | 27.4 | 46.7 |