| Paper | Code | Overall | Perceptual Quality | Semantic Consistency | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining | 7.12 | 6.88 | 8.07 | BAGEL-NHR-EDIT | 2025-07-18 | |
| Step1X-Edit: A Practical Framework for General Image Editing | ✓ Link | 6.70 | 6.76 | 7.09 | Step1X-Edit | 2025-04-24 |
| Emerging Properties in Unified Multimodal Pretraining | ✓ Link | 6.52 | 6.83 | 7.36 | BAGEL | 2025-05-20 |