Continual Learning on Split CIFAR-100 10 tasks
56.3AccuracyGRACE
Evaluation Results
| Method | Links | |
|---|---|---|
| GRACEBuffer size (M)=5k2025.12 | 56.3 | |
| MOSEBuffer size (M)=5k2025.12 | 55.6 | |
| GSABuffer size (M)=5k2025.12 | 49.7 | |
| GRACEBuffer size (M)=2k2025.12 | 47.6 | |
| MOSEBuffer size (M)=2k2025.12 | 47 | |
| BiCBuffer size (M)=5k2025.12 | 42.5 | |
| OCMBuffer size (M)=5k2025.12 | 42.4 | |
| OnProBuffer size (M)=5k2025.12 | 41.3 | |
| GSABuffer size (M)=2k2025.12 | 39.7 | |
| SSILBuffer size (M)=5k2025.12 | 39.5 | |
| GRACEBuffer size (M)=1k2025.12 | 39.4 | |
| GDumbBuffer size (M)=5k2025.12 | 38.6 | |
| MOSEBuffer size (M)=1k2025.12 | 37.4 | |
| SCRBuffer size (M)=5k2025.12 | 36.5 | |
| BiCBuffer size (M)=2k2025.12 | 36.1 | |
| OnProBuffer size (M)=2k2025.12 | 35.9 | |
| OCMBuffer size (M)=2k2025.12 | 35 | |
| SSILBuffer size (M)=2k2025.12 | 33.1 | |
| Co2LBuffer size (M)=5k2025.12 | 32.2 | |
| GSABuffer size (M)=1k2025.12 | 31.4 | |
| SCRBuffer size (M)=2k2025.12 | 30.8 | |
| OnProBuffer size (M)=1k2025.12 | 30 | |
| ERBuffer size (M)=5k2025.12 | 28.8 | |
| OCMBuffer size (M)=1k2025.12 | 28.1 | |
| SCRBuffer size (M)=1k2025.12 | 27.3 | |
| ASERBuffer size (M)=5k2025.12 | 27.1 | |
| DER++Buffer size (M)=5k2025.12 | 27 | |
| SSILBuffer size (M)=1k2025.12 | 26 | |
| GDumbBuffer size (M)=2k2025.12 | 25.1 | |
| Co2LBuffer size (M)=2k2025.12 | 24.2 | |
| MIRBuffer size (M)=5k2025.12 | 24.1 | |
| ER-AMLBuffer size (M)=5k2025.12 | 22.6 | |
| IL2ABuffer size (M)=5k2025.12 | 22.4 | |
| ERBuffer size (M)=2k2025.12 | 21.3 | |
| BiCBuffer size (M)=1k2025.12 | 21.2 | |
| CCILBuffer size (M)=5k2025.12 | 20.5 | |
| DER++Buffer size (M)=2k2025.12 | 19.7 | |
| IL2ABuffer size (M)=2k2025.12 | 19.7 | |
| LUCIRBuffer size (M)=2k2025.12 | 19.5 | |
| CCILBuffer size (M)=2k2025.12 | 19.1 | |
| MIRBuffer size (M)=2k2025.12 | 19 | |
| CCILBuffer size (M)=1k2025.12 | 18.5 | |
| IL2ABuffer size (M)=1k2025.12 | 18.2 | |
| ER-AMLBuffer size (M)=2k2025.12 | 17.6 | |
| GSSBuffer size (M)=5k2025.12 | 17.4 | |
| GDumbBuffer size (M)=1k2025.12 | 17.1 | |
| Co2LBuffer size (M)=1k2025.12 | 17.1 | |
| LUCIRBuffer size (M)=5k2025.12 | 16.9 | |
| ASERBuffer size (M)=1k2025.12 | 16.4 | |
| ER-AMLBuffer size (M)=1k2025.12 | 16.1 | |
| MIRBuffer size (M)=1k2025.12 | 16 | |
| ERBuffer size (M)=1k2025.12 | 15.7 | |
| DER++Buffer size (M)=1k2025.12 | 15.3 | |
| GSSBuffer size (M)=2k2025.12 | 13.3 | |
| ASERBuffer size (M)=2k2025.12 | 12.2 | |
| GSSBuffer size (M)=1k2025.12 | 11.1 | |
| LUCIRBuffer size (M)=1k2025.12 | 8.6 | |
| AGEMBuffer size (M)=5k2025.12 | 6.1 | |
| AGEMBuffer size (M)=2k2025.12 | 5.9 | |
| AGEMBuffer size (M)=1k2025.12 | 5.8 |