Instruction-based Image Editing on 50 User-study samples
0L ScoreReference
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Reference2026.06 | 0 | 2.91 | 2.87 | 1 | 1 | 9.38 | 9.46 | 5.72 | |
| IEA2026.06 | 0.13 | 4.64 | 3.69 | 0.14 | 0.94 | 9.4 | 6.18 | 5.62 | |
| Origin2026.06 | 0.17 | — | — | 0 | 0.94 | 8.94 | 3.22 | 4.78 | |
| Qwen-Image-Edit2026.06 | 0.18 | 3.26 | 3.74 | -0.13 | 0.91 | 9.58 | 7.54 | 5.76 | |
| GenArtist2026.06 | 0.19 | — | — | -0.16 | 0.92 | 9.15 | 4.54 | 4.96 | |
| Qwen2.5-VL-7BParameters=7B2026.06 | 0.2 | 4.8 | 4.55 | -0.22 | 0.93 | 8.3 | 5.62 | 5.12 | |
| GPT-4.12026.06 | 0.21 | 5.86 | 5.84 | -0.31 | 0.91 | 8.24 | 4.8 | 5.22 | |
| GPT-Image-12026.06 | 0.22 | 2.93 | 4.15 | -0.34 | 0.91 | 9.6 | 8.78 | 5.5 | |
| JarvisArt2026.06 | 0.22 | 6.13 | 5.36 | -0.33 | 0.91 | 9.56 | 4.78 | 5.7 | |
| Gemini-2.5-Pro2026.06 | 0.23 | 5.47 | 5.79 | -0.42 | 0.88 | 7.62 | 4.74 | 5.32 | |
| PatchDPO2026.06 | 0.27 | — | — | -0.6 | 0.85 | 8.96 | 4.36 | 5.18 |