Online Continual Learning on MNIST Blurry10-Online (test)
92.65A5 AccuracyRM w/o DA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RM w/o DAMemory Size (K)=500, Data Augmentation=None2021.03 | 92.65 | 0.58 | 3.14 | |
| RMMemory Size (K)=500, Data Augmentation=CutMix+AutoAug2021.03 | 91.8 | 0.75 | 3.62 | |
| EWCMemory Size (K)=5002021.03 | 90.98 | 4.23 | 4.54 | |
| RwalkMemory Size (K)=5002021.03 | 90.69 | 4.77 | 4.96 | |
| GDumbMemory Size (K)=5002021.03 | 88.51 | 2.67 | 6.75 | |
| iCaRLMemory Size (K)=5002021.03 | 78.09 | 6.09 | 17.03 | |
| BiCMemory Size (K)=5002021.03 | 77.75 | 8.25 | 17.37 |