Online Class-Incremental Learning (Average Forgetting) on Synth-50
0Average ForgettingMIST-K
Evaluation Results
| Method | Links | |
|---|---|---|
| MIST-KMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0 | |
| RutkowskiMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0 | |
| SLDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0 | |
| NCMMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0 | |
| RLSMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0 | |
| MIST-GMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 0.1 | |
| SQDAMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 0.2 | |
| PECMethod Category=Non-tree baselines, Variant Note=reference2026.05 | 1.7 | |
| HAT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 22.7 | |
| EFDT (NR)Method Category=Tree-based, Variant Note=CIL-adapted2026.05 | 25 | |
| VFDTMethod Category=Tree-based, Variant Note=CIL-adapted2026.05 | 75 |