Benchmark Radar
AI BENCHMARK PROFILE

GAUGE

Robotics & Autonomous SystemsMultimodal Perception

GAUGE evaluates physical fidelity of simulation engines and video world models using 22 task families covering rigid bodies, cables, textiles, and deformable objects, with real-world trajectories and calibrated metadata.

Released
2026-08-06
Readiness
Paper only
Primary field
Robotics & Autonomous Systems

Why it matters

Existing evaluations of physical fidelity rely on perceptual similarity or human judgment. GAUGE provides a diagnostic benchmark with grounded physical measurements, enabling systematic comparison of simulators and world models on specific physical principles.

Motivation

Physics engines facilitate large-scale training and evaluation for embodied intelligence, while generative video world models are emerging as implicit simulators of future states and interactions.

Primary resources

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