Class-incremental classification on CIFAR100 50 tasks
73.88AccuracyCMM
Evaluation Results
| Method | Links | |
|---|---|---|
| CMMMemory=Theta(1)2025.09 | 73.88 | |
| TIESMemory=Theta(N)2025.09 | 73.76 | |
| MaxAbsMemory=Theta(N)2025.09 | 73.04 | |
| EWCMemory=Theta(1)2025.09 | 72.97 | |
| AvgMemory=Theta(N)2025.09 | 72.92 | |
| RandMixMemory=Theta(N)2025.09 | 72.91 | |
| LwFMemory=Theta(1)2025.09 | 68.84 | |
| CLIMB2026.06 | 38.68 | |
| CLA-R2026.06 | 38.68 | |
| PCMCpretraining=false2026.06 | 38.31 | |
| MinRed2026.06 | 38.14 | |
| CLA-E2026.06 | 36.6 | |
| Osiris-R2026.06 | 31.94 | |
| SCALE2026.06 | 27.4 |