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Visual Spatial Reasoning on BLINK Rel. Depth

94.4AccuracyMimo-Embodied
57.4867.06576.6586.235Jun 9, 2026

Evaluation results

MethodLinks
Mimo-EmbodiedModel Category=Embodied VLMs2026.0694.4
GPT-5.4Model Category=General-Purpose VLMs2026.0687.9
Embodied-R1.5Model Category=Ours2026.0687.1
Gemini-Robotics-ER-1.5Model Category=Embodied VLMs2026.0685.9
Gemini-2.5-ProModel Category=General-Purpose VLMs2026.0685.5
RoboBrain-2.0-7BModel Category=Embodied VLMs2026.0679
Qwen3-VL-8BModel Category=General-Purpose VLMs2026.0678.2
Pelican-VL-1.0Model Category=Embodied VLMs2026.0678.2
Embodied-R1Model Category=Embodied VLMs2026.0676.6
InternVL3.5-8BModel Category=General-Purpose VLMs2026.0675
Molmo-D-7BModel Category=General-Purpose VLMs2026.0675
VeBrainModel Category=Embodied VLMs2026.0671.8
GPT-4oModel Category=General-Purpose VLMs2026.0664.5
MagmaModel Category=Embodied VLMs2026.0658.9