Offline Class-Incremental Learning on S-Cifar-10 (test)
8.23Forgetting RateGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRReplay Buffer Size (K)=20002021.11 | 8.23 | |
| DERReplay Buffer Size (K)=20002021.11 | 12.92 | |
| GCRReplay Buffer Size (K)=5002021.11 | 19.27 | |
| iCARLReplay Buffer Size (K)=20002021.11 | 21.91 | |
| iCARLReplay Buffer Size (K)=2002021.11 | 23.52 | |
| ERReplay Buffer Size (K)=20002021.11 | 23.85 | |
| DERReplay Buffer Size (K)=5002021.11 | 24.02 | |
| iCARLReplay Buffer Size (K)=5002021.11 | 28.2 | |
| GCRReplay Buffer Size (K)=2002021.11 | 32.75 | |
| DERReplay Buffer Size (K)=2002021.11 | 35.79 | |
| ERReplay Buffer Size (K)=5002021.11 | 43.22 | |
| GSSReplay Buffer Size (K)=20002021.11 | 44.59 | |
| GSSReplay Buffer Size (K)=5002021.11 | 59.18 | |
| ERReplay Buffer Size (K)=2002021.11 | 59.3 | |
| GSSReplay Buffer Size (K)=2002021.11 | 72.48 | |
| GEMReplay Buffer Size (K)=5002021.11 | 78.93 | |
| GEMReplay Buffer Size (K)=2002021.11 | 80.36 | |
| GEMReplay Buffer Size (K)=20002021.11 | 82.33 |