Multi-view spatial reasoning on MMSI-Bench
42.7Overall AccuracyGemini-3-Pro
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Gemini-3-ProModel Type=Proprietary2026.07 | 42.7 | 42.9 | 50 | 38 | 40.9 | |
| GPT-5.2Model Type=Proprietary2026.07 | 42 | 42.9 | 47.6 | 36 | 40.4 | |
| OmniView-Space-R1†Mode=Tool-Integrated2026.07 | 35.5 | 41.2 | 35.4 | 28.7 | 25.8 | |
| GPT-4.1Model Type=Proprietary2026.07 | 31.7 | 29.3 | 33.8 | 38.7 | 31.3 | |
| OmniView-Space-ZeroMode=Tool-Integrated2026.07 | 31.7 | 36.6 | 22.3 | 27.3 | 28.4 | |
| OmniView-Space-R1‡Mode=Tool-Distillation2026.07 | 31.6 | 36.2 | 31.5 | 24.7 | 24.7 | |
| Qwen3-VL-8B-InstructModel Type=Open-source General2026.07 | 30.1 | 31 | 26.9 | 31.3 | 28.8 | |
| ViLaSR-7BModel Type=Spatial Intelligence2026.07 | 29.8 | 35.9 | 26 | 21 | 23.2 | |
| OmniView-Space-SFTMode=Tool-Distillation2026.07 | 29.6 | 32.6 | 31.5 | 22.7 | 25.8 | |
| Qwen3-VL-4B-InstructModel Type=Open-source General2026.07 | 27.7 | 34.2 | 32.3 | 26 | 23.7 | |
| Qwen2.5-VL-7B-InstructModel Type=Open-source General2026.07 | 27.1 | 28.4 | 21.5 | 29.3 | 25.8 | |
| Cambrian-S-7BModel Type=Spatial Intelligence2026.07 | 27.1 | — | — | — | — | |
| SpaceR-7BModel Type=Spatial Intelligence2026.07 | 26.9 | 29.1 | 29.4 | 21.9 | 22.5 | |
| Spatial-MLLM-4BModel Type=Spatial Intelligence2026.07 | 26.1 | 28.5 | 25.4 | 18 | 26.3 | |
| InternVL3-8BModel Type=Open-source General2026.07 | 25.7 | 30.8 | 23.8 | 24.6 | 14.6 | |
| SpatialLadder-3BModel Type=Spatial Intelligence2026.07 | 25.4 | 30.3 | 23.3 | 16 | 21.2 | |
| MindCube-3BModel Type=Spatial Intelligence2026.07 | 23.9 | 23.9 | 24.6 | 18.7 | 25.3 |