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Embodied Pointing & Location on Part-Afford (test)

82.9AccuracyEmbodied-R1.5
-3.00419.29841.663.902Jun 9, 2026

Evaluation results

MethodLinks
Embodied-R1.52026.0682.9
Molmo-D-7BCategory=General-Purpose VLM, Parameters=7B2026.0673.2
Mimo-EmbodiedCategory=Embodied VLM2026.0665.5
Embodied-R1Category=Embodied VLM2026.0656.6
Qwen3-VL-8BCategory=General-Purpose VLM, Parameters=8B2026.0648.7
RoboBrain-2.0-7BCategory=Embodied VLM, Parameters=7B2026.0645.6
VeBrainCategory=Embodied VLM2026.0632.1
Pelican-VL-1.0Category=Embodied VLM, Version=1.02026.0628.8
Gemini-Robotics-ER-1.5Category=Embodied VLM, Version=ER-1.52026.0627
Gemini-2.5-ProCategory=General-Purpose VLM2026.0625.5
InternVL3.5-8BCategory=General-Purpose VLM, Parameters=8B2026.0622.7
GPT-5.4Category=General-Purpose VLM2026.0617.2
GPT-4oCategory=General-Purpose VLM2026.0613.3
MagmaCategory=Embodied VLM2026.060.3