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Accuracy (%) on Robotic Spatial Reasoning on RoboSpatial
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69.7
Accuracy (%)
Embodied-R1.5
32.26
41.98
51.7
61.42
Jun 9, 2026
Accuracy (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (%)
Embodied-R1.5
Model Category=Ours
2026.06
69.7
Qwen3-VL-8B
Model Category=General...
2026.06
65.4
Mimo-Embodied
Model Category=Embodie...
2026.06
61.8
Gemini-2.5-Pro
Model Category=General...
2026.06
59.9
Pelican-VL-1.0
Model Category=Embodie...
2026.06
57.5
RoboBrain-2.0-7B
Model Category=Embodie...
2026.06
54.2
GPT-5.4
Model Category=General...
2026.06
53.1
InternVL3.5-8B
Model Category=General...
2026.06
51.1
Embodied-R1
Model Category=Embodie...
2026.06
47.4
GPT-4o
Model Category=General...
2026.06
44.4
VeBrain
Model Category=Embodie...
2026.06
42.5
Gemini-Robotics-ER-1.5
Model Category=Embodie...
2026.06
40.1
Molmo-D-7B
Model Category=General...
2026.06
36
Magma
Model Category=Embodie...
2026.06
33.7
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