Referring Expression Grounding on RefCOCO UMD (val)
90.6Acc@0.5G-DINO
Evaluation Results
| Method | Links | |
|---|---|---|
| G-DINOType=Specialist2025.05 | 90.6 | |
| Argus-X3-8BType=Generalist MLLM, Scale=8B2025.05 | 89.8 | |
| QwenVL-7BType=Generalist MLLM, Scale=7B2025.05 | 89.4 | |
| MiniGPT-7BType=Generalist MLLM, Scale=7B2025.05 | 88.7 | |
| Ferret-7BType=Generalist MLLM, Scale=7B2025.05 | 87.5 | |
| InternVL2-8BType=Generalist MLLM, Scale=8B2025.05 | 87.1 | |
| Shikra-7BType=Generalist MLLM, Scale=7B2025.05 | 87 | |
| MDETRType=Specialist2025.05 | 86.8 | |
| UniTABType=Specialist2025.05 | 86.3 | |
| VILLAType=Specialist2025.05 | 82.4 | |
| UNITERType=Specialist2025.05 | 81.4 | |
| TransVGType=Specialist2025.05 | 81 | |
| OFA-LType=Generalist MLLM2025.05 | 80 | |
| MAttNetType=Specialist2025.05 | 76.4 |