Continual Learning on MNIST 5 tasks (test)
1.4Average Forgetting RateGSA
Evaluation Results
| Method | Links | |
|---|---|---|
| GSABuffer size M=1k2023.05 | 1.4 | |
| Rainbow-rtBuffer size M=1k2023.05 | 2.4 | |
| BiCBuffer size M=1k2023.05 | 2.5 | |
| GSABuffer size M=0.5k2023.05 | 2.5 | |
| SSILBuffer size M=0.5k2023.05 | 2.7 | |
| SSILBuffer size M=1k2023.05 | 2.8 | |
| Co2LBuffer size M=1k2023.05 | 3.1 | |
| BiCBuffer size M=0.5k2023.05 | 3.7 | |
| SCRBuffer size M=1k2023.05 | 4 | |
| IL2ABuffer size M=1k2023.05 | 4.1 | |
| Rainbow-rtBuffer size M=0.5k2023.05 | 4.7 | |
| SCRBuffer size M=0.5k2023.05 | 4.7 | |
| GDumbBuffer size M=1k2023.05 | 4.8 | |
| CCILBuffer size M=1k2023.05 | 4.8 | |
| MIRBuffer size M=1k2023.05 | 5.7 | |
| GDumbBuffer size M=0.5k2023.05 | 6.2 | |
| ER-AMLBuffer size M=1k2023.05 | 6.4 | |
| DER++Buffer size M=1k2023.05 | 6.6 | |
| ERBuffer size M=1k2023.05 | 6.7 | |
| Co2LBuffer size M=0.5k2023.05 | 7.1 | |
| IL2ABuffer size M=0.5k2023.05 | 7.2 | |
| DER++Buffer size M=0.5k2023.05 | 7.3 | |
| CCILBuffer size M=0.5k2023.05 | 7.7 | |
| LUCIRBuffer size M=1k2023.05 | 7.8 | |
| GSABuffer size M=0.1k2023.05 | 8.1 | |
| LUCIRBuffer size M=0.5k2023.05 | 8.5 | |
| IL2ABuffer size M=0.1k2023.05 | 8.7 | |
| MIRBuffer size M=0.5k2023.05 | 9 | |
| ERBuffer size M=0.5k2023.05 | 9.7 | |
| ER-AMLBuffer size M=0.5k2023.05 | 9.7 | |
| Rainbow-rtBuffer size M=0.1k2023.05 | 10.1 | |
| GDumbBuffer size M=0.1k2023.05 | 10.3 | |
| GSSBuffer size M=1k2023.05 | 10.5 | |
| SCRBuffer size M=0.1k2023.05 | 10.7 | |
| BiCBuffer size M=0.1k2023.05 | 11.1 | |
| SSILBuffer size M=0.1k2023.05 | 11.3 | |
| ASERBuffer size M=1k2023.05 | 13.8 | |
| CCILBuffer size M=0.1k2023.05 | 14.1 | |
| Co2LBuffer size M=0.1k2023.05 | 14.7 | |
| GSSBuffer size M=0.5k2023.05 | 17.8 | |
| LUCIRBuffer size M=0.1k2023.05 | 20.3 | |
| MIRBuffer size M=0.1k2023.05 | 22.3 | |
| ERBuffer size M=0.1k2023.05 | 22.7 | |
| ER-AMLBuffer size M=0.1k2023.05 | 23.1 | |
| ASERBuffer size M=0.5k2023.05 | 24.8 | |
| DER++Buffer size M=0.1k2023.05 | 25 | |
| GSSBuffer size M=0.1k2023.05 | 26.1 | |
| AGEMBuffer size M=0.5k2023.05 | 30.1 | |
| AGEMBuffer size M=1k2023.05 | 32 | |
| AGEMBuffer size M=0.1k2023.05 | 32.5 | |
| ASERBuffer size M=0.1k2023.05 | 33.8 |