Spatial Reasoning on MindCube (Score)
47.4ScoreLLaVA-OneVision-7B
Evaluation results
| Method | Links | |
|---|---|---|
| LLaVA-OneVision-7BModel Category=Open-Source General Models2026.05 | 47.4 | |
| Gemini-2.0-Flash-ThinkingModel Category=Proprietary Models2026.05 | 47.1 | |
| SpatialForgeQwen3-VL-2BModel Category=Ours2026.05 | 42.3 | |
| Qwen2.5-VL-7BModel Category=Open-Source General Models2026.05 | 38.8 | |
| SpaceR-7BModel Category=Open-sourced Specialized Models2026.05 | 37.9 | |
| InternVL3-2BModel Category=Open-Source General Models2026.05 | 37.5 | |
| SpaceQwen2.5-VL-3B-InstructModel Category=Open-sourced Specialized Models2026.05 | 33.3 | |
| Qwen2.5-VL-3BModel Category=Open-Source General Models2026.05 | 33.2 | |
| SpatialLadder-3BModel Category=Open-sourced Specialized Models2026.05 | 32.5 | |
| RandomModel Category=Baseline2026.05 | 32.4 | |
| Qwen3-VL-2BModel Category=Open-Source General Models2026.05 | 32.2 | |
| Spatial-MLLM-4BModel Category=Open-sourced Specialized Models2026.05 | 32.1 | |
| SpaceMantis-8BModel Category=Open-sourced Specialized Models2026.05 | 22.8 |