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  # PinpointQA: A Dataset and Benchmark for Small Object-Centric Spatial Understanding in Indoor Videos
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- 🎯 **PinpointQA** is a dataset and benchmark for **small object-centric spatial understanding in indoor videos**.
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- It evaluates whether a model can detect a queried small object, ground it through nearby references, describe its final location precisely in natural language, and express the same grounded information in structured machine-readable form.
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  > **Important:** This repository releases **benchmark annotations** and **grounded intermediate spatial representations** only. It does **not** redistribute the original scene assets or converted video files.
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- ## ✨ Highlights
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- - **1,024 scenes**
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- - **10,094 QA pairs**
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- - **4 benchmark tasks:** TPV, NRI, FSD, SSP
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- - **102 canonical target categories**
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- - Built from **ScanNet++** and **ScanNet200**
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  ## 🧭 Overview
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  PinpointQA focuses on a practical question: given a known small object such as a phone, charger, remote, or bottle, can a model determine whether it appears, localize it through nearby references, describe its position precisely, and provide an output that is directly useful for downstream systems?
 
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  # PinpointQA: A Dataset and Benchmark for Small Object-Centric Spatial Understanding in Indoor Videos
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  > **Important:** This repository releases **benchmark annotations** and **grounded intermediate spatial representations** only. It does **not** redistribute the original scene assets or converted video files.
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  ## 🧭 Overview
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  PinpointQA focuses on a practical question: given a known small object such as a phone, charger, remote, or bottle, can a model determine whether it appears, localize it through nearby references, describe its position precisely, and provide an output that is directly useful for downstream systems?