Online Continual Learning on CIFAR100 (10/10)
28.6AccuracyRanDumb
Evaluation results
| Method | Links | |
|---|---|---|
| RanDumbMemory (M)=0.5k2024.02 | 28.6 | |
| RanDumbMemory (M)=1k2024.02 | 28.6 | |
| SSILMemory (M)=1k2024.02 | 26 | |
| DER++Memory (M)=1k2024.02 | 21.4 | |
| BiCMemory (M)=1k2024.02 | 21.2 | |
| DVCMemory (M)=1k2024.02 | 20.3 | |
| CCILMemory (M)=1k2024.02 | 18.5 | |
| IL2AMemory (M)=1k2024.02 | 18.2 | |
| GDumbMemory (M)=1k2024.02 | 18.1 | |
| Co²LMemory (M)=1k2024.02 | 17.1 | |
| iCaRLMemory (M)=1k2024.02 | 16.5 | |
| ASERMemory (M)=1k2024.02 | 16.4 | |
| ER-AMLMemory (M)=1k2024.02 | 16.1 | |
| DER++Memory (M)=0.5k2024.02 | 16 | |
| ERMemory (M)=1k2024.02 | 15.7 | |
| MIRMemory (M)=1k2024.02 | 15.7 | |
| DVCMemory (M)=0.5k2024.02 | 15.4 | |
| R-RTMemory (M)=1k2024.02 | 15.4 | |
| CoPEMemory (M)=1k2024.02 | 14.6 | |
| iCaRLMemory (M)=0.5k2024.02 | 12.8 | |
| CoPEMemory (M)=0.5k2024.02 | 11.6 | |
| GSSMemory (M)=1k2024.02 | 11.1 | |
| ASERMemory (M)=0.5k2024.02 | 11 | |
| MIRMemory (M)=0.5k2024.02 | 9.7 | |
| ERMemory (M)=0.5k2024.02 | 8.7 | |
| GDumbMemory (M)=0.5k2024.02 | 8.2 | |
| GSSMemory (M)=0.5k2024.02 | 8.1 | |
| PASSMemory (M)=0.5k2024.02 | 7.5 | |
| PASSMemory (M)=1k2024.02 | 7.5 | |
| AGEMMemory (M)=1k2024.02 | 5.9 | |
| AGEMMemory (M)=0.5k2024.02 | 5.8 |