| spatial-reasoning-on-mindcube-tiny | BAGEL-7B-MoT | – | Accuracy: 34.7 |
| spatial-reasoning-on-mindcube-tiny | Cambrian-S-3B | – | Accuracy: 38.4 |
| spatial-reasoning-on-mindcube-tiny | Cambrian-S-7B | – | Accuracy: 37.9 |
| spatial-reasoning-on-mindcube-tiny | GPT-5 | – | Accuracy: 56.3 |
| spatial-reasoning-on-mindcube-tiny | Gemini-2.5-Pro | – | Accuracy: 57.6 |
| spatial-reasoning-on-mindcube-tiny | Gemini-3-Pro-Preview | – | Accuracy: 70.9 |
| spatial-reasoning-on-mindcube-tiny | Grok-4 | – | Accuracy: 63.6 |
| spatial-reasoning-on-mindcube-tiny | InternVL3-2B | – | Accuracy: 37.5 |
| spatial-reasoning-on-mindcube-tiny | InternVL3-8B | – | Accuracy: 41.5 |
| spatial-reasoning-on-mindcube-tiny | MindCube-3B-RawQA-SFT | – | Accuracy: 51.7 |
| spatial-reasoning-on-mindcube-tiny | Qwen2.5-VL-3B-Instruct | – | Accuracy: 37.6 |
| spatial-reasoning-on-mindcube-tiny | Qwen2.5-VL-7B-Instruct | – | Accuracy: 36.0 |
| spatial-reasoning-on-mindcube-tiny | Qwen3-VL-2B-Instruct | – | Accuracy: 34.5 |
| spatial-reasoning-on-mindcube-tiny | Qwen3-VL-8B-Instruct | – | Accuracy: 29.4 |
| spatial-reasoning-on-mindcube-tiny | Seed-1.6 | – | Accuracy: 48.8 |
| spatial-reasoning-on-mindcube-tiny | SenseNova-SI (BAGEL-7B-MoT) | – | Accuracy: 46.8 |
| spatial-reasoning-on-mindcube-tiny | SenseNova-SI (InternVL3-2B) | – | Accuracy: 41.8 |
| spatial-reasoning-on-mindcube-tiny | SenseNova-SI (InternVL3-8B) | – | Accuracy: 85.7 |
| spatial-reasoning-on-mindcube-tiny | SenseNova-SI (Qwen3-VL-8B) | – | Accuracy: 73.8 |
| spatial-reasoning-on-mindcube-tiny | SpaceR-7B | – | Accuracy: 38.0 |
| spatial-reasoning-on-mindcube-tiny | Spatial-MLLM-4B | – | Accuracy: 33.5 |
| spatial-reasoning-on-mindcube-tiny | SpatialLadder-3B | – | Accuracy: 43.5 |
| spatial-reasoning-on-mindcube-tiny | VST-3B-SFT | – | Accuracy: 36.0 |
| spatial-reasoning-on-mindcube-tiny | VST-7B-SFT | – | Accuracy: 39.7 |
| spatial-reasoning-on-mindcube-tiny | ViLaSR-7B | – | Accuracy: 35.1 |
| spatial-reasoning-on-mmsi-bench | BAGEL-7B-MoT | – | Accuracy: 31.0 |
| spatial-reasoning-on-mmsi-bench | Cambrian-S-3B | – | Accuracy: 27.0 |
| spatial-reasoning-on-mmsi-bench | Cambrian-S-7B | – | Accuracy: 27.1 |
| spatial-reasoning-on-mmsi-bench | Gemini-3-Pro-Preview | – | Accuracy: 45.2 |
| spatial-reasoning-on-mmsi-bench | Grok-4 | – | Accuracy: 37.8 |
| spatial-reasoning-on-mmsi-bench | InternVL3-8B | – | Accuracy: 28.0 |
| spatial-reasoning-on-mmsi-bench | MindCube-3B-RawQA-SFT | – | Accuracy: 1.7 |
| spatial-reasoning-on-mmsi-bench | Qwen3-VL-2B-Instruct | – | Accuracy: 28.9 |
| spatial-reasoning-on-mmsi-bench | Qwen3-VL-8B-Instruct | – | Accuracy: 31.1 |
| spatial-reasoning-on-mmsi-bench | Seed-1.6 | – | Accuracy: 38.3 |
| spatial-reasoning-on-mmsi-bench | SenseNova-SI (BAGEL-7B-MoT) | – | Accuracy: 34.5 |
| spatial-reasoning-on-mmsi-bench | SenseNova-SI (InternVL3-2B) | – | Accuracy: 34.2 |
| spatial-reasoning-on-mmsi-bench | SenseNova-SI (InternVL3-8B) | – | Accuracy: 43.3 |
| spatial-reasoning-on-mmsi-bench | SenseNova-SI (Qwen3-VL-8B) | – | Accuracy: 38.1 |
| spatial-reasoning-on-mmsi-bench | SpaceR-7B | – | Accuracy: 27.4 |
| spatial-reasoning-on-mmsi-bench | Spatial-MLLM-4B | – | Accuracy: 26.1 |
| spatial-reasoning-on-mmsi-bench | SpatialLadder-3B | – | Accuracy: 27.4 |
| spatial-reasoning-on-mmsi-bench | ViLaSR-7B | – | Accuracy: 30.2 |
| spatial-reasoning-on-viewspatial-bench | BAGEL-7B-MoT | – | Overall: 41.3 |
| spatial-reasoning-on-viewspatial-bench | Cambrian-S-3B | – | Overall: 41.0 |
| spatial-reasoning-on-viewspatial-bench | Cambrian-S-7B | – | Overall: 41.3 |
| spatial-reasoning-on-viewspatial-bench | GPT-5 | – | Overall: 45.6 |
| spatial-reasoning-on-viewspatial-bench | Gemini-2.5-Pro | – | Overall: 46.1 |
| spatial-reasoning-on-viewspatial-bench | Gemini-3-Pro-Preview | – | Overall: 50.4 |
| spatial-reasoning-on-viewspatial-bench | Grok-4 | – | Overall: 43.2 |
| spatial-reasoning-on-viewspatial-bench | InternVL3-2B | – | Overall: 32.6 |
| spatial-reasoning-on-viewspatial-bench | InternVL3-8B | – | Overall: 38.7 |
| spatial-reasoning-on-viewspatial-bench | MindCube-3B-RawQA-SFT | – | Overall: 24.1 |
| spatial-reasoning-on-viewspatial-bench | Qwen2.5-VL-3B-Instruct | – | Overall: 32.0 |
| spatial-reasoning-on-viewspatial-bench | Qwen2.5-VL-7B-Instruct | – | Overall: 36.9 |
| spatial-reasoning-on-viewspatial-bench | Qwen3-VL-2B-Instruct | – | Overall: 37.0 |
| spatial-reasoning-on-viewspatial-bench | Qwen3-VL-8B-Instruct | – | Overall: 42.2 |
| spatial-reasoning-on-viewspatial-bench | Seed-1.6 | – | Overall: 43.9 |
| spatial-reasoning-on-viewspatial-bench | SenseNova-SI (BAGEL-7B-MoT) | – | Overall: 46.9 |
| spatial-reasoning-on-viewspatial-bench | SenseNova-SI (InternVL3-2B) | – | Overall: 52.7 |
| spatial-reasoning-on-viewspatial-bench | SenseNova-SI (InternVL3-8B) | – | Overall: 54.7 |
| spatial-reasoning-on-viewspatial-bench | SenseNova-SI (Qwen3-VL-8B) | – | Overall: 51.2 |
| spatial-reasoning-on-viewspatial-bench | SpaceR-7B | – | Overall: 35.9 |
| spatial-reasoning-on-viewspatial-bench | Spatial-MLLM-4B | – | Overall: 34.7 |
| spatial-reasoning-on-viewspatial-bench | SpatialLadder-3B | – | Overall: 39.9 |
| spatial-reasoning-on-viewspatial-bench | VST-3B-SFT | – | Overall: 52.9 |
| spatial-reasoning-on-viewspatial-bench | VST-7B-SFT | – | Overall: 50.5 |
| spatial-reasoning-on-viewspatial-bench | ViLaSR-7B | – | Overall: 35.7 |