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Principia: Relational Physics Tests for Video Models

Paper recorded by Signals 4 on 2026-09-03 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-03 on arXiv · recorded by Signals 4 on 2026-09-04

Category: cs.CV · 计算机视觉 · first seen 2026-09-04

Abstract

Evaluating physical reasoning in video models is difficult because absolute motion measurements depend on frame rate, object scale, and camera calibration, all of which are often ambiguous or unavailable in generated video. We propose a different approach. When two objects in the same scene obey the same physical law, their motions must satisfy predictable relationships, and these relationships ho

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#145 most recent of 237 cs.CV papers we have recorded · ↑ newer: Scal3R: Learning Efficient Multi-Relative Pose Query for Scalable Onli · ↓ older: Puffin-World: Scaling a Unified Multimodal Model with Native 3D World
Cite this page: Principia: Relational Physics Tests for Video Models: the #145 most recent of 237 cs.CV papers we have recorded (as of 2026-09-03). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/principia-relational-physics-tests-for-video-models.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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