Long-tailed Recognition on CIFAR100-LT IR50 (test)
67.2Top-1 Acc (Forward-LT IR 50)SADE
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SADEPrior=false2021.07 | 67.2 | 64.5 | 61.2 | 58.6 | 55.4 | 53.9 | 51.9 | 50.9 | 51 | 51.7 | 52.8 | |
| SADEPrior knowledge=No2021.07 | 67.2 | 64.5 | 61.2 | 58.6 | 55.4 | 53.9 | 51.9 | 50.9 | 51 | 51.7 | 52.8 | |
| SADEPrior=false2021.07 | 67.2 | 64.5 | 61.2 | 58.6 | 55.4 | 53.9 | 51.9 | 50.9 | 51 | 51.7 | 52.8 | |
| LADEPrior=true2021.07 | 65.9 | 62.1 | 58.8 | 56 | 52.3 | 50.1 | 48.3 | 45.5 | 46.5 | 46.8 | 47.8 | |
| LADEPrior knowledge=Yes2021.07 | 65.9 | 62.1 | 58.8 | 56 | 52.3 | 50.1 | 48.3 | 45.5 | 46.5 | 46.8 | 47.8 | |
| LADEPrior=true2021.07 | 65.9 | 62.1 | 58.8 | 56 | 52.3 | 50.1 | 48.3 | 45.5 | 46.5 | 46.8 | 47.8 | |
| SoftmaxPrior=false2021.07 | 64.8 | 62.7 | 58.5 | 55 | 49.9 | 45.6 | 40.9 | 36.2 | 32.1 | 26.6 | 24.6 | |
| SoftmaxPrior knowledge=No2021.07 | 64.8 | 62.7 | 58.5 | 55 | 49.9 | 45.6 | 40.9 | 36.2 | 32.1 | 26.6 | 24.6 | |
| SoftmaxPrior=false2021.07 | 64.8 | 62.7 | 58.5 | 55 | 49.9 | 45.6 | 40.9 | 36.2 | 32.1 | 26.6 | 24.6 | |
| RIDEPrior=false2021.07 | 62.2 | 61 | 58.8 | 56.4 | 52.9 | 50.1 | 47.1 | 44 | 41.4 | 38.7 | 37.1 | |
| RIDEPrior knowledge=No2021.07 | 62.2 | 61 | 58.8 | 56.4 | 52.9 | 50.1 | 47.1 | 44 | 41.4 | 38.7 | 37.1 | |
| RIDEPrior=false2021.07 | 62.2 | 61 | 58.8 | 56.4 | 52.9 | 51.7 | 47.1 | 44 | 41.4 | 38.7 | 37.1 | |
| Balanced SoftmaxPrior=false2021.07 | 61.6 | 60.2 | 58.4 | 55.9 | 53.7 | 50.9 | 48.5 | 45.7 | 43.9 | 42.5 | 40.6 | |
| BSPrior knowledge=No2021.07 | 61.6 | 60.2 | 58.4 | 55.9 | 53.7 | 50.9 | 48.5 | 45.7 | 43.9 | 42.5 | 40.6 | |
| BSPrior=false2021.07 | 61.6 | 60.2 | 58.4 | 55.9 | 53.7 | 50.9 | 48.5 | 45.7 | 43.9 | 42.5 | 40.6 | |
| LADEPrior=false2021.07 | 61.3 | 60.2 | 56.9 | 54.3 | 52.3 | 50.1 | 47.8 | 45.7 | 44 | 41.8 | 40.5 | |
| LADEPrior knowledge=No2021.07 | 61.3 | 60.2 | 56.9 | 54.3 | 52.3 | 50.1 | 47.8 | 45.7 | 44 | 41.8 | 40.5 | |
| LADEPrior=false2021.07 | 61.3 | 60.2 | 56.9 | 54.3 | 52.3 | 50.1 | 47.8 | 45.7 | 44 | 41.8 | 40.5 | |
| MISLASPrior=false2021.07 | 60.1 | 58.9 | 57.7 | 56.2 | 53.7 | 51.5 | 48.7 | 46.5 | 44.3 | 41.8 | 40.2 | |
| MISLASPrior knowledge=No2021.07 | 60.1 | 58.9 | 57.7 | 56.2 | 53.7 | 51.5 | 48.7 | 46.5 | 44.3 | 41.8 | 40.2 | |
| MiSLASPrior=false2021.07 | 60.1 | 58.9 | 57.7 | 56.2 | 53.7 | 51.5 | 48.7 | 46.5 | 44.3 | 41.8 | 40.2 |