Camouflaged Object Detection on CHAMELEON CF-COD paired benchmark (test)
93.4DoCFCamo-4B (Full FT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CFCamo-4B (Full FT)Backbone=Qwen3-VL-4B2026.05 | 93.4 | 97.4 | 90.8 | |
| CFCamo-4B (LoRA)Backbone=Qwen3-VL-4B2026.05 | 93.4 | 97.4 | 90.8 | |
| Seg-R1-7BBackbone=Qwen2.5-VL-7B2026.05 | 89.5 | 79 | 72.4 | |
| BaseBackbone=Qwen3-VL-4B2026.05 | 88.2 | 97.4 | 85.5 | |
| SFT-only (r=1:1)Backbone=Qwen3-VL-4B2026.05 | 71.1 | 100 | 71.1 |