Continual Learning on CIFAR-10 Split 5 sequential tasks (test)
0Final Forgetting (FF)Joint
Evaluation results
| Method | Links | |
|---|---|---|
| JointBuffer size=2002026.02 | 0 | |
| JointBuffer size=5002026.02 | 0 | |
| Ours (ER+ID)Buffer size=5002026.02 | 11.93 | |
| Ours (BFP+ID)Buffer size=5002026.02 | 12.11 | |
| XDERBuffer size=5002026.02 | 12.81 | |
| ER-ACEBuffer size=5002026.02 | 12.87 | |
| Ours (ER+ID)Buffer size=2002026.02 | 15.28 | |
| Ours (BFP+ID)Buffer size=2002026.02 | 15.79 | |
| XDERBuffer size=2002026.02 | 16.36 | |
| BFPBuffer size=5002026.02 | 16.81 | |
| ER-ACEBuffer size=2002026.02 | 19.52 | |
| BFPBuffer size=2002026.02 | 22.53 | |
| BiCBuffer size=5002026.02 | 24.87 | |
| DER++Buffer size=5002026.02 | 27.93 | |
| iCaRLBuffer size=5002026.02 | 30.19 | |
| DERBuffer size=5002026.02 | 32.04 | |
| iCaRLBuffer size=2002026.02 | 36 | |
| DER++Buffer size=2002026.02 | 36.2 | |
| LUCIRBuffer size=5002026.02 | 37.58 | |
| DERBuffer size=2002026.02 | 45.31 | |
| ERBuffer size=5002026.02 | 52.12 | |
| BiCBuffer size=2002026.02 | 53.63 | |
| LUCIRBuffer size=2002026.02 | 59.79 | |
| ERBuffer size=2002026.02 | 71.35 |