Cross-Domain Variable-Shot Continual Incremental Learning on XD-VSCIL Cross-Scale Imbalance
52.25S_adaptKLDA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| KLDABackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 52.25 | 69.39 | 59.61 | |
| HYCALBackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 51.99 | 68.83 | 59.24 | |
| RanPACBackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 49.32 | 62.08 | 54.96 | |
| Primal-RAILBackbone=CLIP ViT-B/16, Training Protocol=Trainable2026.04 | 46.95 | 57.27 | 51.6 | |
| FeCAMBackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 10.67 | 20.05 | 13.91 |