Task-Incremental Learning on Seq-TinyImageNet (test)
82.04Top-1 AccuracyJoint
Evaluation results
| Method | Links | |
|---|---|---|
| JointBuffer size=-2023.10 | 82.04 | |
| TriREBuffer size=2002023.10 | 55.95 | |
| CLS-ERBuffer size=200, model_variant=single EMA model2023.10 | 52.6 | |
| DRIBuffer size=2002023.10 | 44.28 | |
| ER-ACEBuffer size=2002023.10 | 44.17 | |
| Co2LBuffer size=2002023.10 | 42.37 | |
| GCRBuffer size=2002023.10 | 42.11 | |
| DER++Buffer size=2002023.10 | 40.87 | |
| ERBuffer size=2002023.10 | 38.17 | |
| SIBuffer size=-2023.10 | 36.32 | |
| oEWCBuffer size=-2023.10 | 19.2 | |
| SGDBuffer size=-2023.10 | 18.31 | |
| LwFBuffer size=-2023.10 | 15.85 |