Image Classification on ImageNet LT 1.1 (val)
48.41Top-1 AccUniMix+Bayias
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniMix+BayiasE2E=true, Backbone=ResNet-502021.11 | 48.41 | 9.53 | |
| c-RTE2E=false, Backbone=ResNet-502021.11 | 47.54 | 8.66 | |
| LDAM+DRWE2E=false, Backbone=ResNet-502021.11 | 45.75 | 6.87 | |
| UniMix+BayiasE2E=true, Backbone=ResNet-102021.11 | 42.9 | 7.02 | |
| LDAME2E=true, Backbone=ResNet-502021.11 | 41.86 | 2.98 | |
| c-RTE2E=false, Backbone=ResNet-102021.11 | 41.8 | 5.92 | |
| CB-CEE2E=true, Backbone=ResNet-502021.11 | 40.85 | 1.97 | |
| OLTRE2E=false, Backbone=ResNet-502021.11 | 40.36 | 1.48 | |
| CEE2E=true, Backbone=ResNet-502021.11 | 38.88 | — | |
| LDAM+DRWE2E=false, Backbone=ResNet-102021.11 | 38.22 | 2.34 | |
| CB-CEE2E=true, Backbone=ResNet-102021.11 | 37.06 | 1.18 | |
| LDAME2E=true, Backbone=ResNet-102021.11 | 36.05 | 0.17 | |
| CEE2E=true, Backbone=ResNet-102021.11 | 35.88 | — | |
| OLTRE2E=false, Backbone=ResNet-102021.11 | 35.6 | -0.28 |