Image Editing on VI-Edit (test)
4.16Quality ScoreFlux.1 Kontext dev + RePlan
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Flux.1 Kontext dev + RePlanModel Type=Open-source, Backbone=MMDiT, Strategy=RePlan2025.12 | 4.16 | 3.47 | 2.59 | 3.64 | 3.46 | 2.55 | |
| Flux.1 Kontext devModel Type=Open-source, Backbone=MMDiT2025.12 | 3.93 | 3.34 | 2.73 | 2.88 | 3.22 | 2.49 | |
| Gemini-Flash-ImageModel Type=Proprietary, Alias=nano banana2025.12 | 3.89 | 4.11 | 3.93 | 2.89 | 3.71 | 3.44 | |
| Qwen-Image-Edit + RePlanModel Type=Open-source, Backbone=MMDiT, Strategy=RePlan2025.12 | 3.86 | 3.77 | 3.16 | 3.24 | 3.51 | 2.91 | |
| GPT-4oModel Type=Proprietary2025.12 | 3.61 | 4.02 | 3.78 | 1.77 | 3.3 | 3.07 | |
| Qwen-Image-EditModel Type=Open-source, Backbone=MMDiT2025.12 | 3.47 | 3.72 | 3.24 | 1.79 | 3.05 | 2.62 | |
| Bagel-ThinkModel Type=Open-source, Inference Mode=think mode2025.12 | 3.44 | 3.47 | 2.93 | 2.33 | 3.05 | 2.46 | |
| Uniworld-V1Model Type=Open-source2025.12 | 3.26 | 2.89 | 2.18 | 1.46 | 2.45 | 1.84 | |
| InstructPix2PixModel Type=Open-source2025.12 | 2.47 | 2.47 | 1.9 | 1.4 | 2.06 | 1.48 |