Offline Task-Incremental Learning on S-TinyImageNet (test)
13.1ForgettingGCR
Evaluation Results
| Method | Links | |
|---|---|---|
| GCRReplay Buffer Size (K)=20002021.11 | 13.1 | |
| DERReplay Buffer Size (K)=20002021.11 | 15.08 | |
| ERReplay Buffer Size (K)=20002021.11 | 18 | |
| GCRReplay Buffer Size (K)=5002021.11 | 27.88 | |
| DERReplay Buffer Size (K)=5002021.11 | 28.21 | |
| iCARLReplay Buffer Size (K)=20002021.11 | 30.45 | |
| ERReplay Buffer Size (K)=5002021.11 | 30.73 | |
| GSSReplay Buffer Size (K)=20002021.11 | 38.05 | |
| iCARLReplay Buffer Size (K)=5002021.11 | 39.44 | |
| GCRReplay Buffer Size (K)=2002021.11 | 40.36 | |
| DERReplay Buffer Size (K)=2002021.11 | 40.43 | |
| ERReplay Buffer Size (K)=2002021.11 | 40.47 | |
| iCARLReplay Buffer Size (K)=2002021.11 | 42.47 | |
| GSSReplay Buffer Size (K)=5002021.11 | 45.59 | |
| GSSReplay Buffer Size (K)=2002021.11 | 50.75 |