Continual Learning on CIFAR10 5 tasks (test)
10Avg Forgetting RateGSA
Evaluation Results
| Method | Links | |
|---|---|---|
| GSABuffer size M=1k2023.05 | 10 | |
| CCILBuffer size M=1k2023.05 | 12.5 | |
| GSABuffer size M=0.5k2023.05 | 12.6 | |
| SSILBuffer size M=1k2023.05 | 13.5 | |
| BiCBuffer size M=1k2023.05 | 14.5 | |
| Rainbow-rtBuffer size M=1k2023.05 | 15.3 | |
| CCILBuffer size M=0.5k2023.05 | 16.5 | |
| Co2LBuffer size M=1k2023.05 | 16.9 | |
| Rainbow-rtBuffer size M=0.5k2023.05 | 18.1 | |
| CCILBuffer size M=0.2k2023.05 | 18.6 | |
| DER++Buffer size M=1k2023.05 | 18.7 | |
| GDumbBuffer size M=1k2023.05 | 18.9 | |
| Rainbow-rtBuffer size M=0.2k2023.05 | 20.4 | |
| ERBuffer size M=1k2023.05 | 20.7 | |
| Co2LBuffer size M=0.5k2023.05 | 21 | |
| GSABuffer size M=0.2k2023.05 | 23.5 | |
| MIRBuffer size M=1k2023.05 | 24.5 | |
| GDumbBuffer size M=0.5k2023.05 | 24.5 | |
| SCRBuffer size M=1k2023.05 | 24.7 | |
| BiCBuffer size M=0.5k2023.05 | 25.3 | |
| MIRBuffer size M=0.5k2023.05 | 25.9 | |
| GDumbBuffer size M=0.2k2023.05 | 26.5 | |
| ERBuffer size M=0.5k2023.05 | 26.7 | |
| IL2ABuffer size M=1k2023.05 | 29.1 | |
| SSILBuffer size M=0.5k2023.05 | 29.6 | |
| DER++Buffer size M=0.2k2023.05 | 30.1 | |
| SCRBuffer size M=0.5k2023.05 | 31.5 | |
| DER++Buffer size M=0.5k2023.05 | 31.8 | |
| Co2LBuffer size M=0.2k2023.05 | 32 | |
| IL2ABuffer size M=0.5k2023.05 | 32.1 | |
| ER-AMLBuffer size M=1k2023.05 | 34.2 | |
| BiCBuffer size M=0.2k2023.05 | 35.4 | |
| IL2ABuffer size M=0.2k2023.05 | 36 | |
| SSILBuffer size M=0.2k2023.05 | 36 | |
| AGEMBuffer size M=0.2k2023.05 | 36.1 | |
| MIRBuffer size M=0.2k2023.05 | 40 | |
| ER-AMLBuffer size M=0.5k2023.05 | 40.1 | |
| SCRBuffer size M=0.2k2023.05 | 41.3 | |
| ERBuffer size M=0.2k2023.05 | 42 | |
| AGEMBuffer size M=0.5k2023.05 | 43.2 | |
| LUCIRBuffer size M=1k2023.05 | 46.5 | |
| AGEMBuffer size M=1k2023.05 | 48.1 | |
| ASERBuffer size M=1k2023.05 | 50.4 | |
| ER-AMLBuffer size M=0.2k2023.05 | 50.9 | |
| GSSBuffer size M=1k2023.05 | 54.9 | |
| LUCIRBuffer size M=0.5k2023.05 | 55.3 | |
| ASERBuffer size M=0.5k2023.05 | 59.1 | |
| LUCIRBuffer size M=0.2k2023.05 | 63.5 | |
| GSSBuffer size M=0.5k2023.05 | 65.9 | |
| ASERBuffer size M=0.2k2023.05 | 71.1 | |
| GSSBuffer size M=0.2k2023.05 | 75.5 |