| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VSI-Bench | Human | Avg Score79.2 | 255 | 4d ago | |
| Viewspatial | 3ViewSense-4B-rl-slack | Accuracy72.9 | 125 | 7d ago | |
| EmbSpatial | Overall Accuracy90.3 | 103 | 7d ago | ||
| VSI-Bench 1.0 (test) | Average Score79.2 | 101 | 12d ago | ||
| MindCube | Accuracy94.5 | 87 | 14d ago | ||
| CV-Bench | Accuracy92 | 79 | 14d ago | ||
| MMSI-Bench | Accuracy97.2 | 65 | 4d ago | ||
| MindCube (tiny) | Accuracy94.5 | 65 | 21h ago | ||
| 3DSRBench | Overall Accuracy95.7 | 60 | 7d ago | ||
| OmniSpatial (test) | Dyn. Score95.24 | 53 | 3mo ago | ||
| Ego3D-Bench | Ego Distance Score71.3 | 52 | 2mo ago | ||
| RealWorldQA | Accuracy69.67 | 52 | 7d ago | ||
| Visual Spatial Reasoning (VSR) | Accuracy95.4 | 48 | 3mo ago | ||
| BLINK | InternVL2.5-78B | Spa. Score93 | 47 | 4d ago | |
| SPAR-Bench | Overall Score67.3 | 45 | 4d ago | ||
| SPBench SI | SpatialLadder-3B | Accuracy58.6 | 42 | 8d ago | |
| VSI-Bench tiny | Think3D | Avg Score51.61 | 39 | 7d ago | |
| SITE | Accuracy67.5 | 39 | 3mo ago | ||
| RefSpatial | SpaceTools-3B | Accuracy (Spatial Reasoning)53.07 | 38 | 29d ago | |
| CV-Bench-3D | N3D-VLM-3B | Accuracy96.3 | 37 | 14d ago | |
| RoboSpatial | RoboBrain-32B-2.0 | Overall Score72.43 | 36 | 2mo ago | |
| ViewSpatial-Bench | MSSR | Overall Score51.8 | 35 | 14d ago | |
| BBH Navigate | DisambiguSLM | Accuracy@198 | 33 | 1mo ago | |
| RoboSpatial | ViGoRL-7b (Ours) | Accuracy76.4 | 33 | 16d ago | |
| MMSI-Bench | MSSR | Average Accuracy49.5 | 32 | 2mo ago |
