Spatial Reasoning on MindCube Subset (test)
86.67Rotation ScoreThink3D (Gemini-2.5-Pro)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Think3D (Gemini-2.5-Pro)Framework=Think3D, Backbone=Gemini-2.5-Pro2026.01 | 86.67 | 54.17 | 60.83 | |
| Gemini-2.5-Pro2026.01 | 85 | 49.17 | 58.33 | |
| Doubao-1.52026.01 | 72.5 | 40 | 35 | |
| Think3D (GPT-4.1)Framework=Think3D, Backbone=GPT-4.12026.01 | 63.33 | 57.5 | 60.83 | |
| GPT-4.12026.01 | 60 | 46.67 | 55 | |
| GLM-4.5V2026.01 | 45 | 45 | 22.5 | |
| Think3D (Qwen3-VL-4BRL)Framework=Think3D, Optimization Strategy=RL (Think3D-RL)2026.01 | 39.17 | 35 | 39.17 | |
| Think3D (Qwen3-VL-4B)Framework=Think3D, Backbone=Qwen3-VL-4B2026.01 | 35.83 | 28.33 | 33.33 | |
| Qwen3-VL-4BGRPOOptimization Strategy=GRPO2026.01 | 35 | 21.67 | 28.33 | |
| Qwen3-VL-4B2026.01 | 34.17 | 20 | 41.67 | |
| Qwen3-VL-4BRLOptimization Strategy=RL (Think3D-RL)2026.01 | 34.17 | 28.33 | 32.5 | |
| RoBoBrain2026.01 | 32.5 | 57.5 | 52.5 | |
| Spatial-MLLM2026.01 | 32.5 | 47.5 | 35 | |
| REVPT2026.01 | 30 | 55 | 50.5 | |
| VLM-3R2026.01 | 25 | 47.5 | 37.5 |