Class-Incremental Learning on CIFAR-100 B0_Inc20
72.01AccuracyDER w/ C-Flat
Evaluation results
| Method | Links | |
|---|---|---|
| DER w/ C-FlatExpansion=true, C-Flat=true2024.04 | 72.01 | |
| MEMO w/ C-FlatExpansion=true, C-Flat=true2024.04 | 71.79 | |
| DERExpansion=true, C-Flat=false2024.04 | 71.4 | |
| FOSTER w/ C-FlatExpansion=true, C-Flat=true2024.04 | 70.89 | |
| MEMOExpansion=true, C-Flat=false2024.04 | 69.91 | |
| FOSTERExpansion=true, C-Flat=false2024.04 | 69.7 | |
| WA w/ C-FlatRegularization=true, C-Flat=true2024.04 | 69.16 | |
| WARegularization=true, C-Flat=false2024.04 | 68.04 | |
| Replay w/ C-FlatRegularization=true, Memory=true, C-Flat=true2024.04 | 64.71 | |
| PODNet w/ C-FlatRegularization=true, Memory=true, C-Flat=true2024.04 | 64.37 | |
| PODNetRegularization=true, Memory=true, C-Flat=false2024.04 | 63.45 | |
| iCaRL w/ C-FlatRegularization=true, Memory=true, C-Flat=true2024.04 | 62.93 | |
| ReplayRegularization=true, Memory=true, C-Flat=false2024.04 | 62.82 | |
| iCaRLRegularization=true, Memory=true, C-Flat=false2024.04 | 61.13 |