Instruction-Based Image Editing on Reason50K Physical Reasoning
0.186CLIP ScoreReasonBrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReasonBrain2025.07 | 0.186 | 0.902 | 0.846 | |
| SmartFreeEdit2025.07 | 0.169 | 0.869 | 0.659 | |
| GPT Image 1.52025.07 | 0.162 | 0.858 | 0.612 | |
| PixWizard2025.07 | 0.161 | 0.881 | 0.481 | |
| MIGEAuthor=Tian et al.2025.07 | 0.159 | 0.853 | 0.612 | |
| Qwen-Image-Editmode=finetuned2025.07 | 0.159 | 0.851 | 0.568 | |
| UltraEdit2025.07 | 0.156 | 0.861 | 0.584 | |
| Flux Kontext2025.07 | 0.152 | 0.836 | 0.537 | |
| Bagel-Thinking2025.07 | 0.146 | 0.819 | 0.514 | |
| ChatGPT-4o2025.07 | 0.144 | 0.819 | 0.524 | |
| Qwen-Image-Editmode=base2025.07 | 0.139 | 0.805 | 0.495 | |
| Bagel2025.07 | 0.136 | 0.804 | 0.482 | |
| SmartEdit2025.07 | 0.118 | 0.849 | 0.602 | |
| MagicBrush2025.07 | 0.102 | 0.844 | 0.335 | |
| MGIEAuthor=Fu et al.2025.07 | 0.098 | 0.802 | 0.288 | |
| InstructPix2Pix2025.07 | 0.083 | 0.825 | 0.211 |