Continual Learning on CIFAR100 10 tasks (test)
5.6Average Forgetting RateSCR
Evaluation Results
| Method | Links | |
|---|---|---|
| SCRBuffer size M=5k2023.05 | 5.6 | |
| GSABuffer size M=5k2023.05 | 8.7 | |
| Co2LBuffer size M=5k2023.05 | 9.9 | |
| SCRBuffer size M=2k2023.05 | 11.6 | |
| ASERBuffer size M=2k2023.05 | 12.2 | |
| IL2ABuffer size M=2k2023.05 | 12.5 | |
| ASERBuffer size M=5k2023.05 | 13.2 | |
| Rainbow-rtBuffer size M=5k2023.05 | 13.3 | |
| CCILBuffer size M=2k2023.05 | 16.1 | |
| Co2LBuffer size M=2k2023.05 | 16.6 | |
| GDumbBuffer size M=1k2023.05 | 16.7 | |
| CCILBuffer size M=1k2023.05 | 16.7 | |
| GDumbBuffer size M=5k2023.05 | 16.8 | |
| Co2LBuffer size M=1k2023.05 | 16.9 | |
| SCRBuffer size M=1k2023.05 | 17.5 | |
| CCILBuffer size M=5k2023.05 | 17.5 | |
| GDumbBuffer size M=2k2023.05 | 17.6 | |
| BiCBuffer size M=5k2023.05 | 18.7 | |
| Rainbow-rtBuffer size M=2k2023.05 | 19.3 | |
| IL2ABuffer size M=5k2023.05 | 20 | |
| MIRBuffer size M=5k2023.05 | 21 | |
| MIRBuffer size M=2k2023.05 | 21.4 | |
| SSILBuffer size M=5k2023.05 | 21.7 | |
| GSABuffer size M=2k2023.05 | 22.8 | |
| MIRBuffer size M=1k2023.05 | 24.5 | |
| IL2ABuffer size M=1k2023.05 | 24.6 | |
| ASERBuffer size M=1k2023.05 | 25 | |
| Rainbow-rtBuffer size M=1k2023.05 | 25.5 | |
| DER++Buffer size M=5k2023.05 | 25.8 | |
| BiCBuffer size M=2k2023.05 | 30.9 | |
| GSABuffer size M=1k2023.05 | 33.2 | |
| SSILBuffer size M=2k2023.05 | 33.9 | |
| ER-AMLBuffer size M=5k2023.05 | 38.7 | |
| SSILBuffer size M=1k2023.05 | 40.1 | |
| BiCBuffer size M=1k2023.05 | 40.2 | |
| DER++Buffer size M=1k2023.05 | 43.4 | |
| DER++Buffer size M=2k2023.05 | 44 | |
| LUCIRBuffer size M=5k2023.05 | 44.3 | |
| LUCIRBuffer size M=2k2023.05 | 47.5 | |
| ER-AMLBuffer size M=2k2023.05 | 49.2 | |
| ER-AMLBuffer size M=1k2023.05 | 51.5 | |
| ERBuffer size M=2k2023.05 | 59.3 | |
| ERBuffer size M=5k2023.05 | 60 | |
| LUCIRBuffer size M=1k2023.05 | 60 | |
| ERBuffer size M=1k2023.05 | 65.1 | |
| GSSBuffer size M=2k2023.05 | 69.3 | |
| GSSBuffer size M=5k2023.05 | 70.9 | |
| GSSBuffer size M=1k2023.05 | 73.4 | |
| AGEMBuffer size M=2k2023.05 | 77.5 | |
| AGEMBuffer size M=5k2023.05 | 78.3 | |
| AGEMBuffer size M=1k2023.05 | 78.6 |