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Language-conditioned Robot Task Success on Complex Dynamic Scenarios Language + Multi-Object

95.6Success RateAHEAD
-3.82421.98847.873.612Jun 1, 2026

Evaluation results

MethodLinks
AHEAD2026.0695.6
DreamVLA2026.0645.2
Realtime ACT2026.0631.6
Streaming DP2026.0630.4
Open-loop VLA2026.060
Retargeting VLA2026.060
VLA + Fast Replan2026.060