Long-tailed Image Classification on CIFAR100 long-tailed (test)
56.26Natural Accuracy (all classes)CFA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CFABase algorithm=AT-BSL, Backbone=WRN-28-102026.05 | 56.26 | 54.05 | 22.51 | 21.4 | |
| RobustLTBase algorithm=AT-BSL, Backbone=WRN-28-102026.05 | 55.64 | 53.49 | 23.77 | 23.34 | |
| AT-BSLBase algorithm=AT-BSL, Backbone=WRN-28-102026.05 | 55 | 52.75 | 19.82 | 18.79 | |
| UDRBase algorithm=AT-BSL, Backbone=WRN-28-102026.05 | 54.88 | 52.75 | 23.39 | 22.46 | |
| DAFABase algorithm=AT-BSL, Backbone=WRN-28-102026.05 | 54.52 | 52.18 | 23 | 22.12 | |
| RobustLTBase algorithm=AWP, Backbone=WRN-28-102026.05 | 50.19 | 46.51 | 19.37 | 17.57 | |
| CFABase algorithm=RoBal, Backbone=WRN-28-102026.05 | 49.84 | 47.35 | 19.16 | 17.95 | |
| RobustLTBase algorithm=RoBal, Backbone=WRN-28-102026.05 | 49.79 | 47.83 | 19.87 | 19.51 | |
| RoBalBase algorithm=RoBal, Backbone=WRN-28-102026.05 | 49.36 | 46.83 | 16.51 | 15.32 | |
| DAFABase algorithm=RoBal, Backbone=WRN-28-102026.05 | 49.17 | 46.68 | 19.15 | 17.91 | |
| UDRBase algorithm=RoBal, Backbone=WRN-28-102026.05 | 49 | 46.67 | 19.41 | 18.28 | |
| RobustLTBase algorithm=REAT, Backbone=WRN-28-102026.05 | 48.74 | 47.69 | 18.33 | 18.08 | |
| CFABase algorithm=REAT, Backbone=WRN-28-102026.05 | 47.84 | 45.54 | 18.3 | 17.28 | |
| REATBase algorithm=REAT, Backbone=WRN-28-102026.05 | 47.22 | 45.43 | 15.4 | 14.47 | |
| UDRBase algorithm=REAT, Backbone=WRN-28-102026.05 | 47.2 | 45.13 | 17.67 | 16.65 | |
| DAFABase algorithm=REAT, Backbone=WRN-28-102026.05 | 46.91 | 45.02 | 17.52 | 16.66 | |
| RobustLTBase algorithm=AT, Backbone=WRN-28-102026.05 | 46.73 | 43.55 | 17.64 | 16.32 | |
| RobustLTBase algorithm=TAET, Backbone=WRN-28-102026.05 | 46.42 | 42.66 | 19.57 | 18.01 | |
| CFABase algorithm=TAET, Backbone=WRN-28-102026.05 | 46.33 | 41.74 | 18.93 | 16.69 | |
| DAFABase algorithm=AWP, Backbone=WRN-28-102026.05 | 46.26 | 42.32 | 18.55 | 16.6 | |
| TAETBase algorithm=TAET, Backbone=WRN-28-102026.05 | 45.98 | 41.42 | 14.82 | 13.15 | |
| UDRBase algorithm=TAET, Backbone=WRN-28-102026.05 | 45.91 | 41.42 | 18.77 | 16.43 | |
| DAFABase algorithm=TAET, Backbone=WRN-28-102026.05 | 45.65 | 41.12 | 18.94 | 16.46 | |
| UDRBase algorithm=AWP, Backbone=WRN-28-102026.05 | 45.48 | 40.75 | 18.36 | 15.98 | |
| AWPBase algorithm=AWP, Backbone=WRN-28-102026.05 | 45.44 | 40.72 | 16.32 | 14.24 | |
| CFABase algorithm=AWP, Backbone=WRN-28-102026.05 | 45.22 | 40.28 | 19.02 | 16.48 | |
| DAFABase algorithm=AT, Backbone=WRN-28-102026.05 | 44.64 | 40.96 | 16.67 | 15.23 | |
| ATBase algorithm=AT, Backbone=WRN-28-102026.05 | 44.33 | 39.93 | 15.29 | 13.28 | |
| UDRBase algorithm=AT, Backbone=WRN-28-102026.05 | 43.92 | 39.43 | 17.03 | 15.02 | |
| CFABase algorithm=AT, Backbone=WRN-28-102026.05 | 43.81 | 39.04 | 17.61 | 15.41 |