Multi-concept Personalized Grounding on Multi-concept personalized grounding Retrieval
100PrecisionRAP-Qwen
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RAP-QwenBackbone=Qwen-2.5 VL2026.02 | 100 | 73.2 | 84.5 | |
| Zero-shotBackbone=Qwen-3 VL2026.02 | 100 | 80.5 | 89.2 | |
| RAP-QwenBackbone=Qwen-3 VL2026.02 | 100 | 70.7 | 82.9 | |
| RePICBackbone=Qwen-3 VL2026.02 | 99.3 | 86 | 92.2 | |
| CoViPBackbone=Qwen-3 VL2026.02 | 99.3 | 82.9 | 90.4 | |
| Zero-shotBackbone=Qwen-2.5 VL2026.02 | 98.1 | 64 | 77.5 | |
| RePICBackbone=Qwen-2.5 VL2026.02 | 97.5 | 93.9 | 95.7 |