Continual Learning on Split CIFAR-100 (10 tasks) (test)
78.3AccuracyAGEM
Evaluation Results
| Method | Links | |
|---|---|---|
| AGEMBuffer Size (M)=5k2025.12 | 78.3 | |
| AGEMBuffer Size (M)=1k2025.12 | 77.6 | |
| AGEMBuffer Size (M)=2k2025.12 | 76.9 | |
| GSSBuffer Size (M)=1k2025.12 | 73.4 | |
| GSSBuffer Size (M)=5k2025.12 | 70.9 | |
| GSSBuffer Size (M)=2k2025.12 | 69.3 | |
| ERBuffer Size (M)=1k2025.12 | 66.1 | |
| ERBuffer Size (M)=5k2025.12 | 60 | |
| LUCIRBuffer Size (M)=1k2025.12 | 60 | |
| ERBuffer Size (M)=2k2025.12 | 59.3 | |
| ER-AMLBuffer Size (M)=1k2025.12 | 51.5 | |
| ER-AMLBuffer Size (M)=2k2025.12 | 49.2 | |
| LUCIRBuffer Size (M)=2k2025.12 | 47.5 | |
| LUCIRBuffer Size (M)=5k2025.12 | 44.3 | |
| DER++Buffer Size (M)=2k2025.12 | 44 | |
| DER++Buffer Size (M)=1k2025.12 | 43.4 | |
| BiCBuffer Size (M)=1k2025.12 | 40.2 | |
| SSILBuffer Size (M)=1k2025.12 | 40.1 | |
| ER-AMLBuffer Size (M)=5k2025.12 | 38.7 | |
| MOSEBuffer Size (M)=1k2025.12 | 34.7 | |
| SSILBuffer Size (M)=2k2025.12 | 33.9 | |
| GRACEBuffer Size (M)=1k2025.12 | 33.9 | |
| GSABuffer Size (M)=1k2025.12 | 33.2 | |
| BiCBuffer Size (M)=2k2025.12 | 30.9 | |
| DER++Buffer Size (M)=5k2025.12 | 25.8 | |
| ASERBuffer Size (M)=1k2025.12 | 25 | |
| IL2ABuffer Size (M)=1k2025.12 | 24.6 | |
| MIRBuffer Size (M)=1k2025.12 | 24.5 | |
| MOSEBuffer Size (M)=2k2025.12 | 23.6 | |
| GSABuffer Size (M)=2k2025.12 | 22.8 | |
| GRACEBuffer Size (M)=2k2025.12 | 22.1 | |
| SSILBuffer Size (M)=5k2025.12 | 21.7 | |
| MIRBuffer Size (M)=2k2025.12 | 21.4 | |
| MIRBuffer Size (M)=5k2025.12 | 21 | |
| IL2ABuffer Size (M)=5k2025.12 | 20 | |
| BiCBuffer Size (M)=5k2025.12 | 18.7 | |
| GDumbBuffer Size (M)=2k2025.12 | 17.6 | |
| SCRBuffer Size (M)=1k2025.12 | 17.5 | |
| CCILBuffer Size (M)=5k2025.12 | 17.5 | |
| Co2LBuffer Size (M)=1k2025.12 | 16.9 | |
| GDumbBuffer Size (M)=5k2025.12 | 16.8 | |
| GDumbBuffer Size (M)=1k2025.12 | 16.7 | |
| CCILBuffer Size (M)=1k2025.12 | 16.7 | |
| Co2LBuffer Size (M)=2k2025.12 | 16.6 | |
| CCILBuffer Size (M)=2k2025.12 | 16.1 | |
| ASERBuffer Size (M)=5k2025.12 | 13.2 | |
| MOSEBuffer Size (M)=5k2025.12 | 12.7 | |
| IL2ABuffer Size (M)=2k2025.12 | 12.5 | |
| ASERBuffer Size (M)=2k2025.12 | 12.2 | |
| OCMBuffer Size (M)=1k2025.12 | 12.2 | |
| SCRBuffer Size (M)=2k2025.12 | 11.6 | |
| GRACEBuffer Size (M)=5k2025.12 | 11.6 | |
| OnProBuffer Size (M)=1k2025.12 | 10.4 | |
| Co2LBuffer Size (M)=5k2025.12 | 9.9 | |
| GSABuffer Size (M)=5k2025.12 | 8.7 | |
| OCMBuffer Size (M)=2k2025.12 | 8.5 | |
| OnProBuffer Size (M)=2k2025.12 | 6.1 | |
| SCRBuffer Size (M)=5k2025.12 | 5.6 | |
| OnProBuffer Size (M)=5k2025.12 | 5.3 | |
| OCMBuffer Size (M)=5k2025.12 | 4.5 |