Image Editing on ImgEdit 1.0 (test)
4.61Add ScoreGPT-4o
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4o2026.02 | 4.61 | 4.33 | 2.9 | 4.35 | 3.66 | 4.57 | 4.93 | 3.96 | 4.89 | 4.2 | |
| GPT-Image 1 [High]Model Category=Editing-Experts2026.03 | 4.61 | 4.33 | 2.9 | 4.35 | 3.66 | 4.57 | 4.93 | — | 4.89 | 4.28 | |
| Qwen-ImageModel Category=Editing-Experts2026.03 | 4.38 | 4.16 | 3.43 | 4.66 | 4.14 | 4.38 | 4.81 | — | 4.69 | 4.33 | |
| LaViDa-R1RL=true2026.02 | 4.25 | 3.9 | 2.32 | 4.52 | 4.06 | 3.86 | 4.87 | 3.1 | 4.18 | 3.9 | |
| LaViDa-OReasoning=true2026.02 | 4.11 | 3.67 | 2.04 | 4.4 | 4.05 | 4 | 4.75 | 3.1 | 4.04 | 3.8 | |
| LaViDa-OSFT=true2026.02 | 4.11 | 3.8 | 2.21 | 4.46 | 3.9 | 3.86 | 4.76 | 3.09 | 4.14 | 3.81 | |
| Qwen2.5VL+Flux2026.02 | 4.07 | 3.79 | 2.04 | 4.13 | 3.89 | 3.9 | 4.84 | 3.04 | 4.52 | 3.8 | |
| LaViDa-Obase_model=true2026.02 | 4.04 | 3.62 | 2.01 | 4.39 | 3.98 | 4.06 | 4.82 | 2.94 | 3.54 | 3.71 | |
| LaViDa-OModel Category=Unified2026.03 | 4.04 | 3.62 | 2.01 | 4.39 | 3.98 | 4.06 | 4.82 | — | 3.54 | 3.81 | |
| Dynin-OmniModel Category=Unified, Native speech input/output capability=true, Diffusion steps=128, Classifier-free guidance scale=2.52026.03 | 3.9 | 3.67 | 3.19 | 4.23 | 4.05 | 3.25 | 3.94 | — | 3.43 | 3.77 | |
| Step1X-Edit2026.02 | 3.88 | 3.14 | 1.76 | 3.4 | 2.41 | 3.16 | 4.63 | 2.64 | 2.52 | 3.06 | |
| Step1X-EditModel Category=Editing-Experts2026.03 | 3.88 | 3.14 | 1.76 | 3.4 | 2.41 | 3.16 | 4.63 | — | 2.52 | 3.11 | |
| UniWorld-V12026.02 | 3.82 | 3.64 | 2.27 | 3.47 | 3.24 | 2.99 | 4.21 | 2.96 | 2.74 | 3.26 | |
| UniWorld-V1Model Category=Unified2026.03 | 3.82 | 3.64 | 2.27 | 3.47 | 3.24 | 2.99 | 4.21 | — | 2.74 | 3.3 | |
| Lumina-DiMOOModel Category=Unified2026.03 | 3.82 | — | — | 3.83 | 2.76 | — | 4.18 | — | — | — | |
| FluxKontext dev2026.02 | 3.76 | 3.45 | 2.15 | 3.98 | 2.94 | 3.78 | 4.38 | 2.96 | 4.26 | 3.52 | |
| Flux.1 Kontext [Pro]Model Category=Editing-Experts2026.03 | 3.76 | 3.45 | 2.15 | 3.98 | 2.94 | 3.78 | 4.38 | — | 4.26 | 3.59 | |
| OmniGen22026.02 | 3.57 | 3.06 | 1.77 | 3.74 | 3.2 | 3.57 | 4.81 | 2.52 | 4.68 | 3.44 | |
| OmniGen2Model Category=Editing-Experts2026.03 | 3.57 | 3.06 | 1.77 | 3.74 | 3.2 | 3.57 | 4.81 | — | 4.68 | 3.55 | |
| BAGEL2026.02 | 3.56 | 3.31 | 1.7 | 3.3 | 2.62 | 3.24 | 4.49 | 2.38 | 4.17 | 3.2 | |
| BAGELModel Category=Unified2026.03 | 3.56 | 3.31 | 1.7 | 3.3 | 2.62 | 3.24 | 4.49 | — | 4.17 | 3.3 | |
| OmniGen2026.02 | 3.47 | 3.04 | 1.71 | 2.94 | 2.43 | 3.21 | 4.19 | 2.24 | 3.38 | 2.96 | |
| UltraEdit2026.02 | 3.44 | 2.81 | 2.13 | 2.96 | 1.45 | 2.83 | 3.76 | 1.91 | 2.98 | 2.7 | |
| AnyEdit2026.02 | 3.18 | 2.95 | 1.88 | 2.47 | 2.23 | 2.24 | 2.85 | 1.56 | 2.65 | 2.45 | |
| MagicBrush2026.02 | 2.84 | 1.58 | 1.51 | 1.97 | 1.58 | 1.75 | 2.38 | 1.62 | 1.22 | 1.9 | |
| InstructAny2Pix2026.02 | 2.55 | 1.83 | 2.1 | 2.54 | 1.17 | 2.01 | 3.51 | 1.42 | 1.98 | 2.12 | |
| Instruct-Pix2Pix2026.02 | 2.45 | 1.83 | 1.44 | 2.01 | 1.5 | 1.44 | 3.55 | 1.2 | 1.46 | 1.88 | |
| HyperCLOVAX-8B-OmniModel Category=Unified, Native speech input/output capability=true2026.03 | — | — | — | — | — | — | — | — | — | 3.83 |