| NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining | Jul 18, 2025 | Image EditingText-based Image Editing | —Unverified | 0 |
| UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation | Jun 3, 2025 | Image Editing | CodeCode Available | 4 |
| ImgEdit: A Unified Image Editing Dataset and Benchmark | May 26, 2025 | Image Editing | CodeCode Available | 4 |
| Emerging Properties in Unified Multimodal Pretraining | May 20, 2025 | Image Editing | CodeCode Available | 9 |
| Step1X-Edit: A Practical Framework for General Image Editing | Apr 24, 2025 | Image Editing | CodeCode Available | 7 |
| AnyEdit: Edit Any Knowledge Encoded in Language Models | Feb 8, 2025 | FormImage Editing | —Unverified | 0 |
| UltraEdit: Instruction-based Fine-Grained Image Editing at Scale | Jul 7, 2024 | Diversity | CodeCode Available | 0 |
| In-Context Editing: Learning Knowledge from Self-Induced Distributions | Jun 17, 2024 | Image EditingIn-Context Learning | CodeCode Available | 2 |
| MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing | Jun 16, 2023 | Image Editing | CodeCode Available | 2 |
| InstructPix2Pix: Learning to Follow Image Editing Instructions | Nov 17, 2022 | Image Editing | CodeCode Available | 5 |
