OpenCodePapers

image-editing-on-imgedit-data

Image Editing
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeOverallAddAdjustExtractReplaceRemoveBackgroundStyleHybridActionModelNameReleaseDate
NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining3.394.193.551.623.773.183.424.32.943.95BAGEL-NHR-EDIT2025-07-18
UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation✓ Link3.263.823.642.273.473.242.994.212.962.74UniWorld-V12025-06-03
Emerging Properties in Unified Multimodal Pretraining✓ Link3.203.563.311.703.302.623.244.492.384.17BAGEL2025-05-20
Step1X-Edit: A Practical Framework for General Image Editing✓ Link3.063.883.141.763.402.413.164.632.642.52Step1X-Edit2025-04-24
In-Context Editing: Learning Knowledge from Self-Induced Distributions✓ Link3.053.583.391.733.152.933.083.842.043.68ICEdit2024-06-17
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale✓ Link2.703.442.812.132.961.452.833.761.912.98UltraEdit2024-07-07
AnyEdit: Edit Any Knowledge Encoded in Language Models2.453.182.951.882.472.232.242.851.562.65AnyEdit2025-02-08
InstructPix2Pix: Learning to Follow Image Editing Instructions✓ Link1.882.451.831.442.011.501.443.551.21.46Instruct-Pix2Pix2022-11-17
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing✓ Link1.832.841.581.511.971.581.752.381.621.22MagicBrush2023-06-16