Online Class Incremental Learning on HAR (Average forgetting)
0.013Average ForgettingRLS
Evaluation results
| Method | Links | |
|---|---|---|
| RLSMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.013 | |
| SLDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.014 | |
| SQDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.021 | |
| PECMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.099 | |
| RutkowskiMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.102 | |
| MIST-GMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.103 | |
| NCMMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.143 | |
| MIST-KMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.161 | |
| HAT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.516 | |
| VFDTMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.6 | |
| EFDT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.804 |