Class-Incremental Learning on S-CIFAR-10 (test)
18.19Final ForgettingCLFD-CLS-ER
Evaluation Results
| Method | Links | |
|---|---|---|
| CLFD-CLS-ERBuffer Size=502024.10 | 18.19 | |
| CLFD-ER-ACEBuffer Size=1252024.10 | 21.13 | |
| CLFD-CLS-ERBuffer Size=1252024.10 | 22.2 | |
| CLFD-ER-ACEBuffer Size=502024.10 | 24.98 | |
| ER-ACEBuffer Size=1252024.10 | 26.42 | |
| ER-ACEBuffer Size=502024.10 | 32.81 | |
| CLFD-DER++Buffer Size=1252024.10 | 32.82 | |
| CLFD-ERBuffer Size=1252024.10 | 33.91 | |
| CLFD-DER++Buffer Size=502024.10 | 41.93 | |
| CLS-ERBuffer Size=502024.10 | 43.96 | |
| CLFD-ERBuffer Size=502024.10 | 45.01 | |
| CLS-ERBuffer Size=1252024.10 | 48.23 | |
| DER++Buffer Size=1252024.10 | 48.8 | |
| DER++Buffer Size=502024.10 | 60.67 | |
| ERBuffer Size=1252024.10 | 72.24 | |
| ERBuffer Size=502024.10 | 83.61 |