Long-tailed Image Classification on CIFAR-100 (IF=100) (test)
65.5Accuracy (Many Classes)CE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CEreproduced=true2021.04 | 65.5 | 37.9 | 7.4 | 38.3 | |
| DRO-LTepsilon=e[n]2021.04 | 65 | 49.8 | 22.3 | 46.9 | |
| DRO-LTepsilon=Learnable2021.04 | 64.7 | 50 | 23.8 | 47.3 | |
| SSLreproduced=true2021.04 | 64.1 | 36.9 | 7.1 | 37.5 | |
| DRO-LTepsilon=Shared2021.04 | 64.1 | 47.9 | 21.5 | 45.7 | |
| DRO-LTepsilon=0 (ERM)2021.04 | 61.9 | 43.7 | 22.2 | 43.9 | |
| OLTR2021.04 | 61.8 | 41.4 | 17.6 | 41.2 | |
| T-norm2021.04 | 61.4 | 42.5 | 15.7 | 41.1 | |
| LDAM Loss2021.04 | 61 | 41.6 | 19.8 | 39.6 | |
| smDragon2021.04 | 60.5 | 44.3 | 23.5 | 43.5 |