Simplifying and Improving On-Policy Distillation for Few-Step Diffusion

Benchmark Model Rank Results
image-editing-on-imgedit-dataSMD (Qwen-Image-Edit-2511, 4-NFE)–Overall: 4.51
text-to-image-generation-on-dpg-benchSMD (Qwen-Image, 4-NFE)–DPG-Bench Score: 88.7
text-to-image-generation-on-genevalSMD (Qwen-Image, 4-NFE)–Overall: 0.873
text-to-image-generation-on-oneig-enSMD (Qwen-Image, 4-NFE)–OneIG Overall Score: 0.54
text-to-video-generation-on-vbenchSMD (Wan2.1-T2V-14B, 4-NFE)–VBench Quality Score: 85.72