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Spatial Reasoning on RefSpatial
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53.07
Accuracy (Spatial Reasoning)
SpaceTools-3B
-2.1228
12.2061
26.535
40.8639
Dec 3, 2025
Accuracy (Spatial Reasoning)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Spatial Reasoning)
SpaceTools-3B
Model Category=Ours
2025.12
53.07
RoboRefer-8B-SFT
Model Category=Spatial...
2025.12
48.37
Gemini-ER 1.5
Model Category=Proprie...
2025.12
41.72
RoboBrain2.0-7B
Model Category=Spatial...
2025.12
32.5
GPT-5
Model Category=Proprie...
2025.12
23.1
Qwen2.5-VL-3B-Tool-free
Model Category=Tool-fr...
2025.12
23.1
Qwen2.5-VL-3B-Tool-free
Model Category=Tool-fr...
2025.12
20.22
RoboPoint-13B
Model Category=Spatial...
2025.12
15.59
GPT-4o
Model Category=Proprie...
2025.12
8.48
Claude Sonnet 4.5
Model Category=Proprie...
2025.12
7.49
Qwen2.5-VL-32B
Model Category=General...
2025.12
7.28
SpaceLLaVA-13B
Model Category=Spatial...
2025.12
3.25
LLaVA-NeXT-8B
Model Category=General...
2025.12
0.78
Qwen2.5-VL-3B
Model Category=General...
2025.12
0
Molmo-7B
Model Category=Spatial...
2025.12
0
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