Offline Class-Incremental Learning on S-Cifar-100 (test)
19.29ForgettingGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRReplay Buffer Size (K)=20002021.11 | 19.29 | |
| DERReplay Buffer Size (K)=20002021.11 | 28.18 | |
| iCARLReplay Buffer Size (K)=20002021.11 | 30.64 | |
| GCRReplay Buffer Size (K)=5002021.11 | 39.2 | |
| iCARLReplay Buffer Size (K)=5002021.11 | 40.99 | |
| iCARLReplay Buffer Size (K)=2002021.11 | 47.2 | |
| DERReplay Buffer Size (K)=5002021.11 | 49.07 | |
| ERReplay Buffer Size (K)=20002021.11 | 49.12 | |
| GEMReplay Buffer Size (K)=20002021.11 | 55.27 | |
| GCRReplay Buffer Size (K)=2002021.11 | 57.65 | |
| DERReplay Buffer Size (K)=2002021.11 | 62.72 | |
| GSSReplay Buffer Size (K)=20002021.11 | 67.42 | |
| ERReplay Buffer Size (K)=5002021.11 | 67.96 | |
| GEMReplay Buffer Size (K)=5002021.11 | 71.34 | |
| GSSReplay Buffer Size (K)=5002021.11 | 74.12 | |
| ERReplay Buffer Size (K)=2002021.11 | 75.06 | |
| GEMReplay Buffer Size (K)=2002021.11 | 77.4 | |
| GSSReplay Buffer Size (K)=2002021.11 | 77.62 |