Offline Task-Incremental Learning on S-CIFAR-100 (test)
5.75ForgettingGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRReplay Buffer Size (K)=20002021.11 | 5.75 | |
| DERReplay Buffer Size (K)=20002021.11 | 7.37 | |
| ERReplay Buffer Size (K)=20002021.11 | 8.03 | |
| GEMReplay Buffer Size (K)=20002021.11 | 9.5 | |
| GCRReplay Buffer Size (K)=5002021.11 | 15.07 | |
| iCARLReplay Buffer Size (K)=20002021.11 | 16.99 | |
| ERReplay Buffer Size (K)=5002021.11 | 17.37 | |
| GSSReplay Buffer Size (K)=20002021.11 | 18.98 | |
| GEMReplay Buffer Size (K)=5002021.11 | 20.44 | |
| GCRReplay Buffer Size (K)=2002021.11 | 24.12 | |
| DERReplay Buffer Size (K)=2002021.11 | 25.98 | |
| DERReplay Buffer Size (K)=5002021.11 | 25.98 | |
| GSSReplay Buffer Size (K)=5002021.11 | 26.57 | |
| ERReplay Buffer Size (K)=2002021.11 | 27.38 | |
| iCARLReplay Buffer Size (K)=5002021.11 | 27.9 | |
| GEMReplay Buffer Size (K)=2002021.11 | 29.59 | |
| GSSReplay Buffer Size (K)=2002021.11 | 32.81 | |
| iCARLReplay Buffer Size (K)=2002021.11 | 36.2 |