Offline Class-Incremental Learning on S-TinyImageNet (test)
31.06Forgetting RateiCARL
Evaluation Results
| Method | Links | |
|---|---|---|
| iCARLReplay Buffer Size (K)=2002021.11 | 31.06 | |
| GCRReplay Buffer Size (K)=20002021.11 | 32.45 | |
| iCARLReplay Buffer Size (K)=5002021.11 | 37.3 | |
| DERReplay Buffer Size (K)=20002021.11 | 39.83 | |
| iCARLReplay Buffer Size (K)=20002021.11 | 39.88 | |
| GCRReplay Buffer Size (K)=5002021.11 | 56.4 | |
| DERReplay Buffer Size (K)=5002021.11 | 59.95 | |
| DERReplay Buffer Size (K)=2002021.11 | 64.83 | |
| GCRReplay Buffer Size (K)=2002021.11 | 65.29 | |
| ERReplay Buffer Size (K)=20002021.11 | 65.58 | |
| GSSReplay Buffer Size (K)=20002021.11 | 72.49 | |
| ERReplay Buffer Size (K)=5002021.11 | 75.21 | |
| GSSReplay Buffer Size (K)=5002021.11 | 75.3 | |
| GSSReplay Buffer Size (K)=2002021.11 | 76.47 | |
| ERReplay Buffer Size (K)=2002021.11 | 76.53 |