Online Continual Learning on CIFAR-10 10/1 (test)
74.2AccuracyJoint, 1 epoch
Evaluation results
| Method | Links | |
|---|---|---|
| Joint, 1 epochMemory=all2024.02 | 74.2 | |
| PECMemory=02024.02 | 58.9 | |
| RanDumbMemory=02024.02 | 55.6 | |
| GDumbMemory=5002024.02 | 50.7 | |
| X-DERMemory=5002024.02 | 43.2 | |
| VAE-GCMemory=02024.02 | 42.7 | |
| Gen-SLDAMemory=02024.02 | 41.4 | |
| ERMemory=5002024.02 | 40.6 | |
| DERMemory=5002024.02 | 40 | |
| ER-ACEMemory=5002024.02 | 39.9 | |
| iCaRLMemory=5002024.02 | 37.8 | |
| BiCMemory=5002024.02 | 35.9 | |
| DER++Memory=5002024.02 | 35.6 | |
| Gen-NCMMemory=02024.02 | 27.7 | |
| EWCMemory=02024.02 | 10.6 | |
| A-GEMMemory=5002024.02 | 10.2 | |
| SIMemory=02024.02 | 10.1 | |
| LwFMemory=02024.02 | 10.1 | |
| Fine-tuningMemory=all2024.02 | 10 | |
| LTMemory=02024.02 | 10 |