Online Continual Learning on MNIST 10/1 (test)
98.3AccuracyJoint, 1 epoch
Evaluation results
| Method | Links | |
|---|---|---|
| Joint, 1 epochMemory=all2024.02 | 98.3 | |
| RanDumbMemory=02024.02 | 98.3 | |
| PECMemory=02024.02 | 92.3 | |
| DER++Memory=5002024.02 | 91.9 | |
| DERMemory=5002024.02 | 91.7 | |
| GDumbMemory=5002024.02 | 91 | |
| Gen-SLDAMemory=02024.02 | 88 | |
| ER-ACEMemory=5002024.02 | 87.8 | |
| BiCMemory=5002024.02 | 86 | |
| ERMemory=5002024.02 | 84.4 | |
| VAE-GCMemory=02024.02 | 84 | |
| iCaRLMemory=5002024.02 | 83.1 | |
| X-DERMemory=5002024.02 | 83 | |
| Gen-NCMMemory=02024.02 | 82 | |
| A-GEMMemory=5002024.02 | 59.8 | |
| SIMemory=02024.02 | 12.7 | |
| LwFMemory=02024.02 | 11.8 | |
| LTMemory=02024.02 | 10.9 | |
| Fine-tuningMemory=all2024.02 | 10.1 | |
| EWCMemory=02024.02 | 10.1 |