Datasets › ImgEdit-Data

ImgEdit-Data

Introduced by Yang Ye et al. in ImgEdit: A Unified Image Editing Dataset and Benchmark26 May 2025 archive 2025-07-28

ImgEdit is a large-scale, high-quality image-editing dataset comprising 1.2 million carefully curated edit pairs, which contain both novel and complex single-turn edits, as well as challenging multi-turn tasks.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Image Editing ImgEdit-Data BAGEL-NHR-EDIT Overall 3.39 NoHumansRequired: Autonomous High-Quality Image Editing... — 9 Compare

Papers archive 2025-07-28

9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 10. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining 0 1 18 Jul 2025 not harvested
UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation 2 1 3 Jun 2025 not harvested
Emerging Properties in Unified Multimodal Pretraining 2 1 20 May 2025 ran 9 of 21 samples (12 unverified)
Step1X-Edit: A Practical Framework for General Image Editing 1 1 24 Apr 2025 ran 4 of 4 samples (0 unverified)
AnyEdit: Edit Any Knowledge Encoded in Language Models 0 1 8 Feb 2025 not harvested
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale 1 1 7 Jul 2024 ran 10 of 17 samples (7 unverified; 17 pointer-only for licence)
In-Context Editing: Learning Knowledge from Self-Induced Distributions 2 1 17 Jun 2024 ran 5 of 8 samples (3 unverified; 8 pointer-only for licence)
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing 1 1 16 Jun 2023 not harvested
InstructPix2Pix: Learning to Follow Image Editing Instructions 6 1 17 Nov 2022 ran 15 of 20 samples (5 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

MIT

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • ImgEdit-Data

1 variant name, as the archive lists them.

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