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100Success RateGesVLA (decoupled VLMs)
58.469.28090.8May 21, 2026

Evaluation results

MethodLinks
GesVLA (decoupled VLMs)Architecture=Decoupled VLMs2026.05100
GesVLAArchitecture=Joint modeling (ours)2026.05100
Geometric pipeline + VLAType=Geometric pipeline2026.0570
Text-only VLAType=Text-only2026.0560
MLLM + VLAType=MLLM + VLA2026.0560