Personalized Grounding on DreamBooth
100PrecisionRAP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RAPBackbone=Qwen-2.5 VL, Retrieval Setting=Skip-Retrieval2026.02 | 100 | 100 | 100 | |
| RePICBackbone=Qwen-2.5 VL, Retrieval Setting=Skip-Retrieval2026.02 | 100 | 98.1 | 99 | |
| RAPBackbone=Qwen-3 VL, Retrieval Setting=Skip-Retrieval2026.02 | 100 | 99.4 | 99.7 | |
| CoViPBackbone=Qwen-3 VL, Retrieval Setting=Skip-Retrieval2026.02 | 100 | 86.7 | 92.9 | |
| RePICBackbone=Qwen-3 VL, Retrieval Setting=Skip-Retrieval2026.02 | 99.3 | 86.1 | 90.1 | |
| RAPBackbone=Qwen-2.5 VL, Retrieval Setting=Retrieval2026.02 | 98.7 | 94.3 | 96.4 | |
| RePICBackbone=Qwen-2.5 VL, Retrieval Setting=Retrieval2026.02 | 98.6 | 90.5 | 94.4 | |
| CoViPBackbone=Qwen-3 VL, Retrieval Setting=Retrieval2026.02 | 98.5 | 84.8 | 91.2 | |
| Zero-shotBackbone=Qwen-3 VL, Retrieval Setting=Skip-Retrieval2026.02 | 98.3 | 73.4 | 84.1 | |
| Zero-shotBackbone=Qwen-3 VL, Retrieval Setting=Retrieval2026.02 | 98.3 | 72.7 | 82.9 | |
| RAPBackbone=Qwen-3 VL, Retrieval Setting=Retrieval2026.02 | 98 | 94.3 | 96.1 | |
| RePICBackbone=Qwen-3 VL, Retrieval Setting=Retrieval2026.02 | 97.8 | 83.5 | 90.1 | |
| Zero-shotBackbone=Qwen-2.5 VL, Retrieval Setting=Skip-Retrieval2026.02 | 96 | 76.6 | 85.2 | |
| Zero-shotBackbone=Qwen-2.5 VL, Retrieval Setting=Retrieval2026.02 | 95.2 | 75.3 | 84.1 |