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Physical Task Execution on Virtual-Tool (test)

33.3Pass@1Human
-1.3327.65916.6525.641Jul 7, 2026

Evaluation results

MethodLinks
Human2026.0733.366.177.8
+EG+VAORAbase model=Qwen3VL-8B-SFT2026.0716.722.233.3
Gemini-3.1-Flashtype=Closed-Source API2026.0711.127.827.8
Gemini-3.1-Protype=Closed-Source API2026.0711.127.838.9
Qwen3-VL-8B-Instructtype=Open-Sourced Baseline2026.075.616.716.7
DQN-expert (phyre)2026.0705.65.6
Qwen3-VL-8B (SFT)type=Open-Sourced Baseline2026.07016.722.2