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Select fruit and vegetable on Select Fruit and Vegetable Hard

80Success RateGesVLA
7.226.14563.9May 21, 2026

Evaluation results

MethodLinks
GesVLAArchitecture=Joint modeling (ours)2026.0580
GesVLA (decoupled VLMs)Architecture=Decoupled VLMs2026.0550
Geometric pipeline + VLAType=Geometric pipeline2026.0540
Text-only VLAType=Text-only2026.0510
MLLM + VLAType=MLLM + VLA2026.0510