Online Continual Learning on TinyImageNet 100/2
12.6AccuracyGDumb
Evaluation results
| Method | Links | |
|---|---|---|
| GDumbMemory (M)=2k2024.02 | 12.6 | |
| RanDumbMemory (M)=1k2024.02 | 11.6 | |
| RanDumbMemory (M)=2k2024.02 | 11.6 | |
| BiCMemory (M)=2k2024.02 | 10.2 | |
| Co²LMemory (M)=2k2024.02 | 10.1 | |
| SSILMemory (M)=2k2024.02 | 9.6 | |
| DVCMemory (M)=2k2024.02 | 7.5 | |
| iCaRLMemory (M)=2k2024.02 | 6.6 | |
| R-RTMemory (M)=2k2024.02 | 6.6 | |
| MIRMemory (M)=2k2024.02 | 6.1 | |
| ERMemory (M)=2k2024.02 | 5.6 | |
| CCILMemory (M)=2k2024.02 | 5.6 | |
| IL2AMemory (M)=2k2024.02 | 5.5 | |
| ER-AMLMemory (M)=2k2024.02 | 5.4 | |
| ASERMemory (M)=2k2024.02 | 5.3 | |
| DER++Memory (M)=2k2024.02 | 5.1 | |
| iCaRLMemory (M)=1k2024.02 | 5 | |
| DVCMemory (M)=1k2024.02 | 4.9 | |
| GDumbMemory (M)=1k2024.02 | 4.6 | |
| DER++Memory (M)=1k2024.02 | 3.7 | |
| GSSMemory (M)=2k2024.02 | 3.3 | |
| CoPEMemory (M)=2k2024.02 | 2.3 | |
| ASERMemory (M)=1k2024.02 | 2.2 | |
| CoPEMemory (M)=1k2024.02 | 2.1 | |
| MIRMemory (M)=1k2024.02 | 1.4 | |
| ERMemory (M)=1k2024.02 | 1.2 | |
| GSSMemory (M)=1k2024.02 | 1.1 | |
| AGEMMemory (M)=2k2024.02 | 0.9 | |
| AGEMMemory (M)=1k2024.02 | 0.8 | |
| PASSMemory (M)=1k2024.02 | 0.5 | |
| PASSMemory (M)=2k2024.02 | 0.5 |