Online Class Incremental Learning on Shuttle (Average forgetting)
0Average ForgettingMIST-K
Evaluation Results
| Method | Links | |
|---|---|---|
| MIST-KMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0 | |
| PECMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.4 | |
| SQDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 2 | |
| MIST-GMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 3.5 | |
| NCMMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 7.9 | |
| EFDT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 15.1 | |
| SLDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 21 | |
| RutkowskiMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 36.7 | |
| RLSMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 42.8 | |
| HAT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 44.3 | |
| VFDTMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 48.6 |