Online Continual Learning on ImageNet Blurry10-Online (test)
50.11A10RM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RMMemory Size (K)=20000, Data Augmentation=CutMix+AutoAug2021.03 | 50.11 | 1.39 | 32.11 | |
| EWCMemory Size (K)=200002021.03 | 39.54 | 14.41 | 42.68 | |
| RM w/o DAMemory Size (K)=20000, Data Augmentation=None2021.03 | 37.96 | 2.63 | 44.26 | |
| BiCMemory Size (K)=200002021.03 | 37.2 | 1.52 | 45.02 | |
| RwalkMemory Size (K)=200002021.03 | 35.26 | 13.92 | 46.96 | |
| GDumbMemory Size (K)=200002021.03 | 21.52 | 4.07 | 60.7 | |
| iCaRLMemory Size (K)=200002021.03 | 17.52 | 1.94 | 81.94 |