Dataset · Hugging Face

7zkk/PanoEnv

Name: PanoEnv
Creator: 7zkk
License: cc-by-4.0
Keywords: task_categories:visual-question-answering, task_categories:image-text-to-text, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:imagefolder, modality:image, library:datasets, library:mlcroissant, region:us, 3d-scene-understanding, spatial-reasoning, multi-view, vqa, panorama

CVPR 2026 Highlight - PanoEnv-QA: A Large-Scale Geometry-Grounded Panoramic VQA Benchmark for 3D Spatial Intelligence 📖 Overview PanoEnv-QA is a large-scale Visual Question Answering benchmark designed specifically to probe 3D spatial intelligence on Equirectangular Projection (ERP) panoramas. Built from synthetic but photorealistic 3D environments (TartanAir), PanoEnv-QA offers over 14.8K questions spanning five categories that progressively… See the full description on the dataset page: https://huggingface.co/datasets/7zkk/PanoEnv.

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Author / organization	7zkk
License (as declared)	cc-by-4.0
Downloads	602 (as reported by Hugging Face)
Likes	3
Created	24 February 2026
Last updated at source	21 June 2026

3d-scene-understandingspatial-reasoningmulti-viewvqapanorama360-degreeequirectangular

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