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Physical Parameter Identification on Apple

0.13MassInit(Intern-S1)
0.0387920.0624710.086150.109829Jun 23, 2026

Evaluation results

MethodLinks
Init(Intern-S1)VLM Initializer=Intern-S12026.060.13212.50.0001432.790.0001432.790.0001480.36
Init(Gemini-3 Pro)VLM Initializer=Gemini-3 Pro2026.060.0768.270254.920254.920226.79
Least-Square BaselineMethod Type=Least-Square2026.060.051924.76031.97043.44039.29
Gradsim BaselineMethod Type=Gradsim2026.060.04395.53030.33013.11020.54
RigPI(Ours)Method Type=RigPI2026.060.04231.68013.9306.58012.29