| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| RealWorldQA | UniMRG | RWQA Score66.01 | 30 | 3d ago | |
| COCO-QA v1.5 (Spatial) | LLaVAflickr SiTe-ratio | COCO-QA_Spat Accuracy71.51 | 17 | 3d ago | |
| TopViewRS | Qwen2.5-VL | Accuracy0.456 | 15 | 3d ago | |
| CV-Bench 2D Overall | Qwen2.5-VL | Accuracy75.4 | 15 | 3d ago | |
| MMVP | Qwen2.5-VL | Accuracy77 | 15 | 3d ago | |
| SEED-Bench Spatial | CVLM | Accuracy66.28 | 15 | 3d ago | |
| CV-Bench v1 (test) | CroPond | Relational Score94 | 11 | 3d ago | |
| MDVP Bench (test) | VP-SPHINX | Average Score74.3 | 7 | 3d ago | |
| Ferret Bench (test) | PAM | Referring Description Accuracy77.5 | 7 | 3d ago | |
| Spatial Understanding Suite | InternVL3.5 8B | Spatial Avg.47.9 | 6 | 3d ago | |
| SpatialBench Outdoor | InternVL3.5 8B | Accuracy37.7 | 6 | 3d ago | |
| SpatialBench Indoor | InternVL3.5 8B | Accuracy38.6 | 6 | 3d ago | |
| RealWorldQA | Seed-1.5-VL (Thinking) | Accuracy79.61 | 6 | 3d ago | |
| Spatial-MM latest (test) | LLaVAflickr SiTe-ratio | Spatial-MM (%)44.31 | 3 | 3d ago | |
| MM-Vet Spatial | LLaVASiTe-ratio | MM-Vet Spatial28.68 | 2 | 3d ago | |
| MME Position | LLaVA_5K_SiTe-ratio | MME_Pos Score141 | 2 | 3d ago |
