ResearchBenchmarksText-to-Image Synthesis on MS-COCO (test)Text-to-Image Synthesis on MS-COCO (test)Follow12.5FIDkNN-Diffusion11.68817.16922.6528.131Apr 6, 2022Evaluation resultsMethodMethodLinksFIDUser Preference RateImage Quality ScoreText Alignment ScorekNN-DiffusionSetting=Zero-shotSetting=Zero-shot2022.0412.5———FuseDreamSetting=Zero-shotSetting=Zero-shot2022.0421.2—6479.3LAFITESetting=Zero-shotSetting=Zero-shot2022.0426.9—72.165.3no-kNNSetting=Zero-shotSetting=Zero-shot2022.0432.8—70.868.3PoE-GANbaseline_comparison=DF...baseline_comparison=DF-GAN [60]2021.12—82.1——PoE-GANbaseline_comparison=DM...baseline_comparison=DM-GAN + CL [73]2021.12—72.9——