Task Incremental Learning on S-ImageNet-1K 100 tasks (test)
38.75Training Time (Hours)iCaRL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| iCaRL2026.03 | 38.75 | 10.13 | 12.92 | |
| ADC2026.03 | 45.43 | 57.14 | 0.47 | |
| FeCAM2026.03 | 50.28 | 13.45 | 0 | |
| DER2026.03 | 65.79 | 12.56 | 12.73 | |
| LDC2026.03 | 73.2 | 50.5 | 0.47 | |
| DER++2026.03 | 83.4 | 23.61 | 12.59 | |
| C-Flat2026.03 | 105.03 | 19.48 | 12.12 | |
| CSReL2026.03 | 214.61 | 10.04 | 12.08 | |
| ProtoCore2026.03 | 252.69 | 30.57 | 1.15 | |
| BCSR2026.03 | 287.84 | 24.89 | 12.1 | |
| OCS2026.03 | 313.44 | 27.55 | 12.94 | |
| OnPro2026.03 | 316.21 | 11.7 | 12.92 | |
| PBCS2026.03 | 391.63 | 18.89 | 12.14 |