Class-Incremental Learning on Tiny-ImageNet B0_Inc40
60.14Average AccuracyDER w/ C-Flat
Evaluation results
| Method | Links | |
|---|---|---|
| DER w/ C-FlatExpansion=true, C-Flat=true2024.04 | 60.14 | |
| MEMO w/ C-FlatExpansion=true, C-Flat=true2024.04 | 58.97 | |
| FOSTER w/ C-FlatExpansion=true, C-Flat=true2024.04 | 58.88 | |
| FOSTERExpansion=true, C-Flat=false2024.04 | 58.8 | |
| DERExpansion=true, C-Flat=false2024.04 | 58.63 | |
| MEMOExpansion=true, C-Flat=false2024.04 | 58.15 | |
| WA w/ C-FlatRegularization=true, C-Flat=true2024.04 | 56.06 | |
| WARegularization=true, C-Flat=false2024.04 | 55.69 | |
| PODNet w/ C-FlatRegularization=true, Memory=true, C-Flat=true2024.04 | 55.13 | |
| PODNetRegularization=true, Memory=true, C-Flat=false2024.04 | 54.24 | |
| iCaRL w/ C-FlatRegularization=true, Memory=true, C-Flat=true2024.04 | 46.08 | |
| iCaRLRegularization=true, Memory=true, C-Flat=false2024.04 | 45.7 | |
| Replay w/ C-FlatRegularization=true, Memory=true, C-Flat=true2024.04 | 44.95 | |
| ReplayRegularization=true, Memory=true, C-Flat=false2024.04 | 43.31 |