Offline Task-Incremental Learning on S-Cifar-10 (test)
1.24ForgettingGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRReplay Buffer Size (K)=20002021.11 | 1.24 | |
| ERReplay Buffer Size (K)=20002021.11 | 1.37 | |
| DERReplay Buffer Size (K)=20002021.11 | 1.95 | |
| GEMReplay Buffer Size (K)=20002021.11 | 2.95 | |
| GCRReplay Buffer Size (K)=5002021.11 | 3.14 | |
| ERReplay Buffer Size (K)=5002021.11 | 3.5 | |
| DERReplay Buffer Size (K)=5002021.11 | 3.72 | |
| GSSReplay Buffer Size (K)=20002021.11 | 4.31 | |
| GEMReplay Buffer Size (K)=5002021.11 | 5.6 | |
| ERReplay Buffer Size (K)=2002021.11 | 6.07 | |
| DERReplay Buffer Size (K)=2002021.11 | 6.08 | |
| GSSReplay Buffer Size (K)=5002021.11 | 6.37 | |
| GCRReplay Buffer Size (K)=2002021.11 | 7.38 | |
| GSSReplay Buffer Size (K)=2002021.11 | 8.49 | |
| GEMReplay Buffer Size (K)=2002021.11 | 9.57 | |
| iCARLReplay Buffer Size (K)=5002021.11 | 22.61 | |
| iCARLReplay Buffer Size (K)=20002021.11 | 24.47 | |
| iCARLReplay Buffer Size (K)=2002021.11 | 25.34 |