Multi-concept Personalized Grounding on Multi-concept personalized grounding Skip-Retrieval
1PrecisionZero-shot
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Zero-shotBackbone=Qwen-2.5 VL2026.02 | 1 | 0.75 | 0.857 | |
| RAP-QwenBackbone=Qwen-2.5 VL2026.02 | 1 | 0.829 | 0.907 | |
| RePICBackbone=Qwen-2.5 VL2026.02 | 1 | 0.988 | 0.994 | |
| Zero-shotBackbone=Qwen-3 VL2026.02 | 1 | 0.829 | 0.907 | |
| RePICBackbone=Qwen-3 VL2026.02 | 1 | 0.951 | 0.975 | |
| CoViPBackbone=Qwen-3 VL2026.02 | 1 | 0.872 | 0.932 | |
| RAP-QwenBackbone=Qwen-3 VL2026.02 | 0.977 | 0.787 | 0.877 |