Spatial Reasoning on N3D-Bench
89.7Open-ended ScoreN3D-VLM-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| N3D-VLM-7BCategory=Ours2025.12 | 89.7 | 92.1 | |
| N3D-VLM-3BCategory=Ours2025.12 | 77 | 90.1 | |
| Qwen3-VL-8BCategory=Open-source2025.12 | 66.3 | 36.3 | |
| Gemini-2.5-FlashCategory=Closed-source2025.12 | 64.2 | 36.7 | |
| GPT-4oCategory=Closed-source2025.12 | 63.5 | 27.8 | |
| SpatialRGPT-VILA-1.5-8BCategory=Open-source2025.12 | 63.1 | 50.4 | |
| Qwen2.5-VL-7BCategory=Open-source2025.12 | 55 | 22.5 | |
| SpatialReasoner-7BCategory=Open-source2025.12 | 54.8 | 27.4 | |
| SpatialLadder-3BCategory=Open-source2025.12 | 48.9 | 18.1 |