Instruction-based image editing on EdiVal (Turn 1)
6.65EdiVal-VQ ScoreGPT-Image-1
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-Image-1Technique=Unknown2025.09 | 6.65 | 2.27 | |
| Nano Banana 2Technique=Unknown2025.09 | 6.59 | 2.21 | |
| Qwen-Image-EditTechnique=Flow Matching2025.09 | 5.86 | 1.47 | |
| Seedream 4.0Technique=Unknown2025.09 | 5.14 | 0.76 | |
| FLUX.1-Kontext-maxTechnique=Flow Matching2025.09 | 5.12 | 0.74 | |
| FLUX.1-Kontext-devTechnique=Flow Matching2025.09 | 5.12 | 0.73 | |
| FLUX.2-maxTechnique=Flow Matching2025.09 | 5.03 | 0.65 | |
| Nano BananaTechnique=Unknown2025.09 | 4.94 | 0.56 | |
| UltraEditTechnique=Diffusion2025.09 | 4.79 | 0.41 | |
| OmniGenTechnique=Flow Matching2025.09 | 4.61 | 0.23 | |
| Gemini 2.0 FlashTechnique=Unknown2025.09 | 4.44 | 0.05 | |
| GPT-Image-1.5Technique=Unknown2025.09 | 4.16 | 0.22 | |
| Step1X-EditTechnique=Flow Matching2025.09 | 4.06 | 0.33 | |
| MagicBrushTechnique=Diffusion2025.09 | 3.85 | 0.54 | |
| AnyEditTechnique=Diffusion2025.09 | 3.66 | 0.72 | |
| IP2PTechnique=Diffusion2025.09 | 3.2 | 1.18 |