Author

Varun Varma Thozhiyoor

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Preprint Sep 2026

Principia: Relational Physics Tests for Video Models

This work introduces Principia, a benchmark that evaluates Newtonian physics through relational consistency between paired objects, and introduces a calibration-independent consistency score that quantifies physical violation directly in image space.

Varun Varma Thozhiyoor, Shivam Tripathi, Venkatesh Babu Radhakrishnan et al. · 3 citations · ⚡1