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Embodied Pointing & Location on VAbench-P (test)

73.7AccuracyEmbodied-R1.5
-1.1818.2637.757.14Jun 9, 2026

Evaluation results

MethodLinks
Embodied-R1.52026.0673.7
Embodied-R1Category=Embodied VLM2026.0666
Mimo-EmbodiedCategory=Embodied VLM2026.0646.9
Qwen3-VL-8BCategory=General-Purpose VLM, Parameters=8B2026.0642.3
Gemini-Robotics-ER-1.5Category=Embodied VLM, Version=ER-1.52026.0641.6
RoboBrain-2.0-7BCategory=Embodied VLM, Parameters=7B2026.0641
Molmo-D-7BCategory=General-Purpose VLM, Parameters=7B2026.0638
GPT-5.4Category=General-Purpose VLM2026.0625.7
InternVL3.5-8BCategory=General-Purpose VLM, Parameters=8B2026.0623
Gemini-2.5-ProCategory=General-Purpose VLM2026.0621.7
Pelican-VL-1.0Category=Embodied VLM, Version=1.02026.0614.5
GPT-4oCategory=General-Purpose VLM2026.0613.7
MagmaCategory=Embodied VLM2026.066.6
VeBrainCategory=Embodied VLM2026.061.7