Cross-Domain Variable-Shot Continual Incremental Learning on XD-VSCIL Balanced-in-Class Domain
56.42S_adaptRanPAC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RanPACBackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 56.42 | 63.97 | 59.29 | |
| HYCALBackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 53.63 | 70.49 | 60.92 | |
| Primal-RAILBackbone=CLIP ViT-B/16, Training Protocol=Trainable2026.04 | 52.77 | 67.39 | 59.19 | |
| KLDABackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 47.47 | 70.61 | 56.77 | |
| FeCAMBackbone=CLIP ViT-B/16, Training Protocol=Training-free2026.04 | 10.8 | 11.55 | 10.06 |