| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Visual Genome | GLaMM | METEOR19.7 | 18 | 4d ago | |
| VideoRefer-D (test) | DAM | Average Score3.68 | 16 | 4d ago | |
| RefCOCOg (val) | LocVLM-B | METEOR26 | 14 | 4d ago | |
| DLC-Bench | DAM | Pos. Score52.3 | 10 | 4d ago | |
| MedVidBench | Qwen2.5VL-7B_MedGRPO | RCllm3.442 | 5 | 4d ago | |
| Visual Genome (val) | GPT4RoI-13B | METEOR17.6 | 5 | 4d ago | |
| MDVP-Bench zero-shot | Qwen3VL-SAMTok | Natural Score145 | 4 | 4d ago | |
| Urban Tree Crown | EarthDial | R-163.47 | 4 | 2d ago | |
| Swimming Pool | GeoChat | R-164.73 | 4 | 2d ago | |
| SRSDD v1.0 | EarthDial | R-168.8 | 4 | 2d ago | |
| SAR-Ship Dataset | EarthDial | R-1 Score0.631 | 4 | 2d ago | |
| NWPU VHR 10 | EarthDial | R-172.14 | 4 | 2d ago | |
| HIT UAV | EarthDial | R-161.83 | 4 | 2d ago | |
| RefCOCO+ (testB) | MMFuser | CIDEr43.8 | 4 | 4d ago | |
| RefCOCO+ (testA) | MMFuser | CIDEr22.8 | 4 | 4d ago | |
| RefCOCO+ (val) | MMFuser | CIDEr36.8 | 4 | 4d ago | |
| RefCOCO (testB) | MMFuser | CIDEr53.6 | 4 | 4d ago | |
| RefCOCO (testA) | MMFuser | CIDEr19.5 | 4 | 4d ago | |
| RefCOCO (val) | MMFuser | CIDEr38.2 | 4 | 4d ago | |
| UCAS AOD | GeoChat | R-10.6503 | 3 | 2d ago | |
| Visual Genome (test) | FlexCap | mAP46.9 | 3 | 3d ago | |
| Visual Genome cleansed (test) | MSDN | AP5.39 | 3 | 4d ago |
