ConsumerGenEdit Dataset · Edits in the Wild

Demo subset

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4,000 original–edited pairs in eight groups (Apple, Galaxy, Pixel and five cross-device chains), 500 per group, each with Q6, Q4 and Q2 compressed versions, plus metadata and per-operation manifests.

Download demo subset ConsumerGenEdit-demo.zip · about 6 GB · 31,000 files

Full benchmark

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4,000 source images, 48,000 edits and 144,000 compressed variants, with captions in English, Bangla and Farsi, bounding boxes and human references. Shared with researchers on request: email Dr. Abdur R. Shahid with your name, affiliation and intended use.

shahid@cs.siu.edu

Layout

ConsumerGenEdit-demo/
├── README.md
├── metadata.json                  one entry per pair: group, platform, device, category, files
├── remove.json  move.json  generate.json
│                                  manifests by edit operation, with paths to all variants
├── apple/  galaxy/  pixel/        single-device groups, 500 pairs each
└── crossdevice_<source>_<editor>/ five cross-device groups, 500 pairs each
    ├── original/                  <category>_<id>_original.jpg
    ├── edited/                    <category>_<id>_edited.jpg
    └── compressed/Q6 Q4 Q2/       same file names, original and edited

metadata.json entry
{"id": "000", "group": "apple", "platform": "apple", "device": "apple_ipad",
 "is_crossdevice": false, "category": "airport", "scene_key": "airport::000",
 "original_file": "airport_000_original.jpg", "edited_file": "airport_000_edited.jpg",
 "compressed_available": {"Q2_original": true, "Q2_edited": true, ...}}

Non-commercial research use only. Images follow the terms of the editing platforms and source-image licenses; please do not redistribute, and cite the paper if you use the data.