| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VSI-Bench | Human | Avg Score79.2 | 192 | 2d ago | |
| Viewspatial | 3ViewSense-4B-rl-slack | Accuracy72.9 | 92 | 10d ago | |
| VSI-Bench 1.0 (test) | Relative Distance Error25 | 80 | 3d ago | ||
| MindCube | Accuracy94.5 | 69 | 1mo ago | ||
| EmbSpatial | OpenVLThinkerV2 | Overall Accuracy83.1 | 63 | 2d ago | |
| CV-Bench | Accuracy92 | 61 | 10d ago | ||
| OmniSpatial (test) | Dyn. Score95.24 | 53 | 1mo ago | ||
| Ego3D-Bench | Ego Distance Score71.3 | 52 | 1mo ago | ||
| MMSI-Bench | Accuracy97.2 | 52 | 10d ago | ||
| Visual Spatial Reasoning (VSR) | Accuracy95.4 | 48 | 1mo ago | ||
| RealWorldQA | Accuracy69.67 | 45 | 8d ago | ||
| SITE | Accuracy67.5 | 39 | 1mo ago | ||
| RoboSpatial | RoboBrain-32B-2.0 | Overall Score72.43 | 36 | 25d ago | |
| MMSI-Bench | MSSR | Average Accuracy49.5 | 32 | 1mo ago | |
| CV-Bench-3D | N3D-VLM-3B | Accuracy96.3 | 32 | 8d ago | |
| ViewBench-Text 5–15% overlap | Accuracy1 | 31 | 12d ago | ||
| MindCube tiny (test) | Gemini-2.5-Pro | Rot. Accuracy89.5 | 30 | 1mo ago | |
| MMSI-Bench (test) | GCA | PR Score52.8 | 29 | 1mo ago | |
| ViewSpatial-Bench | MSSR | Overall Score51.8 | 28 | 1mo ago | |
| BLINK | Spa. Score88.11 | 26 | 11d ago | ||
| RefSpatial | SpaceTools-3B | Accuracy (Spatial Reasoning)53.07 | 26 | 8d ago | |
| Escher-Bench 1.0 (test) | Gemini-2.5-pro | Object Permanence & Occlusion Tracking56.17 | 26 | 1mo ago | |
| RefSpatial-Bench | Overall Score72.2 | 24 | 8d ago | ||
| SPAR-Bench | Overall Score54.72 | 23 | 11d ago | ||
| SPAR-Bench full | Ours-4B | Average Score68.35 | 23 | 1mo ago |
