Continual Learning on CIFAR-100 Split 10 sequential tasks (test)
0Final Forgetting (FF)Joint
Evaluation results
| Method | Links | |
|---|---|---|
| JointBuffer size=5002026.02 | 0 | |
| JointBuffer size=20002026.02 | 0 | |
| XDERBuffer size=20002026.02 | 11.17 | |
| Ours (BFP+ID)Buffer size=20002026.02 | 12.52 | |
| Ours (ER+ID)Buffer size=20002026.02 | 17.46 | |
| BFPBuffer size=20002026.02 | 19.76 | |
| XDERBuffer size=5002026.02 | 24.15 | |
| iCaRLBuffer size=20002026.02 | 24.24 | |
| Ours (BFP+ID)Buffer size=5002026.02 | 26.56 | |
| ER-ACEBuffer size=20002026.02 | 28.42 | |
| iCaRLBuffer size=5002026.02 | 28.58 | |
| Ours (ER+ID)Buffer size=5002026.02 | 29.98 | |
| LUCIRBuffer size=20002026.02 | 32.48 | |
| DERBuffer size=20002026.02 | 34.41 | |
| DER++Buffer size=20002026.02 | 34.44 | |
| BFPBuffer size=5002026.02 | 35.32 | |
| BiCBuffer size=20002026.02 | 38.5 | |
| ER-ACEBuffer size=5002026.02 | 38.61 | |
| BiCBuffer size=5002026.02 | 48.87 | |
| LUCIRBuffer size=5002026.02 | 50.22 | |
| ERBuffer size=20002026.02 | 51.82 | |
| DER++Buffer size=5002026.02 | 51.85 | |
| DERBuffer size=5002026.02 | 56.66 | |
| ERBuffer size=5002026.02 | 71.92 |