Image Editing on GEdit-Bench (Fidelity, G_SC, G_PQ, G_O)
8.4G_SCEdit-GRPO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Edit-GRPOBase Model=Qwen-Image-Edit [2509]2026.05 | 8.4 | 63.04 | 23.07 | 0.657 | 0.182 | 7.94 | 7.83 | |
| Edit-R1Base Model=Qwen-Image-Edit [2509]2026.05 | 8.34 | 50.97 | 20.53 | 0.597 | 0.229 | 7.88 | 7.77 | |
| Qwen-Image-Edit [2509]2026.05 | 8.23 | 56.69 | 21.61 | 0.616 | 0.208 | 7.98 | 7.7 | |
| Qwen-ImageModel Category=Generation-only Models2026.06 | 8 | — | — | — | — | 7.86 | 7.56 | |
| HYDRA-XModel Category=Unified Multimodal Models, Parameters=7B2026.06 | 7.8 | — | — | — | — | 7.24 | 7.17 | |
| BAGELModel Category=Unified Multimodal Models2026.06 | 7.36 | — | — | — | — | 6.83 | 6.52 | |
| Edit-R1Base Model=FLUX.1-Kontext [Dev]2026.05 | 7.32 | 52.01 | 19.53 | 0.589 | 0.236 | 7.54 | 6.84 | |
| OmniGen2Model Category=Unified Multimodal Models2026.06 | 7.16 | — | — | — | — | 6.77 | 6.41 | |
| FLUX.1 Kontext [Pro]Model Category=Generation-only Models2026.06 | 7.02 | — | — | — | — | 7.6 | 6.56 | |
| Edit-GRPOBase Model=FLUX.1-Kontext [Dev]2026.05 | 6.81 | 60.3 | 22.91 | 0.663 | 0.185 | 7.56 | 6.34 | |
| FLUX.1-Kontext [Dev]2026.05 | 6.58 | 57.56 | 22.36 | 0.639 | 0.201 | 7.43 | 6.04 | |
| OmniGen2026.05 | 5.96 | — | — | — | — | 5.89 | 5.06 | |
| OmniGenModel Category=Unified Multimodal Models2026.06 | 5.96 | — | — | — | — | 5.89 | 5.06 | |
| UniWorld-V12026.05 | 4.93 | — | — | — | — | 7.43 | 4.85 | |
| UniWorld-V1Model Category=Unified Multimodal Models2026.06 | 4.93 | — | — | — | — | 7.43 | 4.85 | |
| Instruct-Pix2Pix2026.05 | 3.58 | — | — | — | — | 5.49 | 3.68 |