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Think in 360°: Benchmarking and Bootstrapping Panoramic Video Reasoning

Paper recorded by Signals 4 on 2026-10-30 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-30 on arXiv · recorded by Signals 4 on 2026-11-02

Category: cs.CV · 计算机视觉 · first seen 2026-11-02

Abstract

A panoramic video captures all directions around the camera, but relevant evidence can appear in different directions and at different times. Understanding it requires models to connect observations across the viewing sphere and time. We introduce PanoVideoBench, the first manually annotated benchmark for comprehensive panoramic video understanding. Its 1,000 questions span five categories and 15

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#38 most recent of 710 cs.CV papers we have recorded · ↑ newer: Rethinking Asymmetry in Self-Supervised 3D Geometry Learning · ↓ older: REA: A Routed Embodied Agent Runtime for Asynchronous Brain-Cerebellum
Cite this page: Think in 360°: Benchmarking and Bootstrapping Panoramic Video Reasoning: the #38 most recent of 710 cs.CV papers we have recorded (as of 2026-10-30). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/think-in-360-benchmarking-and-bootstrapping-panoramic-video-reasoning.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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