Online Class Incremental Learning on Split-MNIST (Average Forgetting)
2.6Average ForgettingSQDA
Evaluation Results
| Method | Links | |
|---|---|---|
| SQDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 2.6 | |
| HAT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 3.8 | |
| PECMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 4.2 | |
| EFDT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 4.4 | |
| MIST-GMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 5.1 | |
| RutkowskiMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 6 | |
| MIST-KMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 6.4 | |
| VFDTMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 6.6 | |
| SLDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 7.4 | |
| NCMMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 8.4 | |
| RLSMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 10.9 |