Online Class Incremental Learning on Covertype (Average Forgetting)
0.143Average ForgettingMIST-G
Evaluation Results
| Method | Links | |
|---|---|---|
| MIST-GMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.143 | |
| RutkowskiMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.143 | |
| MIST-KMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.2 | |
| SLDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.202 | |
| RLSMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.219 | |
| SQDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.226 | |
| PECMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.231 | |
| NCMMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.273 | |
| VFDTMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.34 | |
| EFDT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.49 | |
| HAT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.74 |