Online Class Incremental Learning on Letter (Average Forgetting)
4.1Average ForgettingSQDA
Evaluation Results
| Method | Links | |
|---|---|---|
| SQDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 4.1 | |
| MIST-KMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 6.6 | |
| PECMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 8.6 | |
| MIST-GMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 8.9 | |
| RutkowskiMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 8.9 | |
| HAT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 9.4 | |
| NCMMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 10.3 | |
| SLDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 10.6 | |
| RLSMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 14.7 | |
| EFDT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 30 | |
| VFDTMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 61.2 |