Image Editing on REDEdit-Bench-EN General dimensions
4.42Overall ScoreNano-Banana-Pro
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Nano-Banana-Pro2026.02 | 4.42 | 4.72 | 4.4 | 4.64 | 4.37 | 4.43 | 4.32 | 3.25 | 4.82 | 4.36 | 4.85 | 4.52 | 4.75 | 4.9 | 4.54 | 3.51 | |
| Nano-Banana-Pro2026.02 | 4.42 | 4.72 | 4.4 | 4.64 | 4.37 | 4.43 | 4.32 | 3.25 | 4.82 | 4.36 | 4.85 | 4.52 | 4.75 | 4.9 | 4.54 | 3.51 | |
| FireRed-Image-Edit2026.02 | 4.26 | 4.41 | 4.33 | 4.6 | 3.55 | 4.47 | 4.25 | 3.49 | 4.5 | 4.44 | 4.65 | 4.46 | 4.7 | 4.94 | 4.44 | 2.78 | |
| FireRed-Image-Edit2026.02 | 4.26 | 4.41 | 4.33 | 4.6 | 3.55 | 4.47 | 4.25 | 3.49 | 4.5 | 4.44 | 4.65 | 4.46 | 4.7 | 4.94 | 4.44 | 2.78 | |
| Qwen-Image-Edit-25112026.02 | 4.23 | 4.55 | 4.17 | 4.56 | 3.49 | 4.07 | 4.07 | 3.54 | 4.42 | 4.52 | 4.72 | 4.42 | 4.65 | 4.85 | 4.06 | 3.38 | |
| Qwen-Image-EditRelease=25112026.02 | 4.23 | 4.55 | 4.17 | 4.56 | 3.49 | 4.07 | 4.07 | 3.54 | 4.42 | 4.52 | 4.72 | 4.42 | 4.65 | 4.85 | 4.06 | 3.38 | |
| Seedream4.52026.02 | 4.2 | 4.66 | 4.08 | 4.64 | 4.12 | 4.07 | 4.1 | 2.23 | 4.74 | 4.28 | 4.75 | 4.24 | 4.58 | 4.97 | 4.2 | 3.44 | |
| SeedreamVersion=4.52026.02 | 4.2 | 4.66 | 4.08 | 4.64 | 4.12 | 4.07 | 4.1 | 2.23 | 4.74 | 4.28 | 4.75 | 4.24 | 4.58 | 4.97 | 4.2 | 3.44 | |
| Seedream4.02026.02 | 4.18 | 4.59 | 4.12 | 4.63 | 3.89 | 4.1 | 4.14 | 2.28 | 4.77 | 4.12 | 4.73 | 4.23 | 4.56 | 4.98 | 4.21 | 3.42 | |
| SeedreamVersion=4.02026.02 | 4.18 | 4.59 | 4.12 | 4.63 | 3.89 | 4.1 | 4.14 | 2.28 | 4.77 | 4.12 | 4.73 | 4.23 | 4.56 | 4.98 | 4.21 | 3.42 | |
| Nano-Banana2026.02 | 4.15 | 4.65 | 4.23 | 4.6 | 4.37 | 4.08 | 3.98 | 3.39 | 4.72 | 4.03 | 4.63 | 4.07 | 4.68 | 3.68 | 3.87 | 3.23 | |
| Nano-Banana2026.02 | 4.15 | 4.65 | 4.23 | 4.6 | 4.37 | 4.08 | 3.98 | 3.39 | 4.72 | 4.03 | 4.63 | 4.07 | 4.68 | 3.68 | 3.87 | 3.23 | |
| LongCat-Image-Edit2026.02 | 4.12 | 4.38 | 4.04 | 4.49 | 3.89 | 4.1 | 3.93 | 2.98 | 4.47 | 4.27 | 4.69 | 4.24 | 4.51 | 4.86 | 3.83 | 3.25 | |
| LongCat-Image-Edit2026.02 | 4.12 | 4.38 | 4.04 | 4.49 | 3.89 | 4.1 | 3.93 | 2.98 | 4.47 | 4.27 | 4.69 | 4.24 | 4.51 | 4.86 | 3.83 | 3.25 | |
| FLUX.2mode=Dev2026.02 | 4.07 | 4.37 | 3.96 | 4.47 | 3.72 | 3.86 | 3.87 | 2.36 | 4.44 | 4.45 | 4.67 | 4.02 | 4.48 | 4.87 | 3.8 | 3.84 | |
| FLUX.2Version=[Dev]2026.02 | 4.07 | 4.37 | 3.96 | 4.47 | 3.72 | 3.86 | 3.87 | 2.36 | 4.44 | 4.45 | 4.67 | 4.02 | 4.48 | 4.87 | 3.8 | 3.84 | |
| Qwen-Image-Edit-25092026.02 | 3.99 | 4.47 | 4.06 | 4.49 | 3.13 | 3.98 | 3.85 | 2.91 | 4.3 | 3.71 | 4.58 | 4.4 | 4.67 | 4.77 | 3.77 | 2.85 | |
| Qwen-Image-EditRelease=25092026.02 | 3.99 | 4.47 | 4.06 | 4.49 | 3.13 | 3.98 | 3.85 | 2.91 | 4.3 | 3.71 | 4.58 | 4.4 | 4.67 | 4.77 | 3.77 | 2.85 |