Class-Incremental Learning on Seq-TinyImageNet (test)
59.99Top-1 Acc (Avg)Joint
Evaluation results
| Method | Links | |
|---|---|---|
| JointBuffer size=-2023.10 | 59.99 | |
| TriREBuffer size=2002023.10 | 20.14 | |
| CLS-ERBuffer size=200, model_variant=single EMA model2023.10 | 17.68 | |
| DRIBuffer size=2002023.10 | 17.58 | |
| Co2LBuffer size=2002023.10 | 13.88 | |
| GCRBuffer size=2002023.10 | 13.05 | |
| ER-ACEBuffer size=2002023.10 | 11.25 | |
| DER++Buffer size=2002023.10 | 10.96 | |
| ERBuffer size=2002023.10 | 8.57 | |
| LwFBuffer size=-2023.10 | 8.46 | |
| SGDBuffer size=-2023.10 | 7.92 | |
| oEWCBuffer size=-2023.10 | 7.58 | |
| SIBuffer size=-2023.10 | 6.58 |