Instruction-Based Image Editing on Reason50K Total
0.259CLIP ScoreReasonBrain
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ReasonBrain2025.07 | 0.259 | 0.877 | 0.847 | 9.72 | |
| SmartFreeEdit2025.07 | 0.214 | 0.841 | 0.659 | 8.81 | |
| GPT Image 1.52025.07 | 0.205 | 0.831 | 0.612 | 8.67 | |
| MIGEAuthor=Tian et al.2025.07 | 0.202 | 0.826 | 0.612 | 8.64 | |
| Qwen-Image-Editmode=finetuned2025.07 | 0.201 | 0.824 | 0.568 | 8.38 | |
| UltraEdit2025.07 | 0.197 | 0.83 | 0.588 | 5.68 | |
| Flux Kontext2025.07 | 0.192 | 0.812 | 0.537 | 8.22 | |
| Bagel-Thinking2025.07 | 0.185 | 0.795 | 0.514 | 8.08 | |
| ChatGPT-4o2025.07 | 0.182 | 0.795 | 0.524 | 8.15 | |
| SmartEdit2025.07 | 0.18 | 0.802 | 0.532 | 8.02 | |
| Qwen-Image-Editmode=base2025.07 | 0.176 | 0.782 | 0.495 | 7.92 | |
| MagicBrush2025.07 | 0.175 | 0.79 | 0.441 | 7.52 | |
| PixWizard2025.07 | 0.175 | 0.848 | 0.524 | 8.55 | |
| Bagel2025.07 | 0.172 | 0.781 | 0.482 | 7.85 | |
| MGIEAuthor=Fu et al.2025.07 | 0.167 | 0.754 | 0.406 | 7.63 | |
| InstructPix2Pix2025.07 | 0.16 | 0.771 | 0.326 | 5.13 |