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SotA/Medical/Image Generation/Cityscapes Labels-to-Photo

Image Generation on Cityscapes Labels-to-Photo

Metric: mIoU (higher is better)

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#Model↕mIoU▼Extra DataPaperDate↕Code
1DP-SIMS (ConvNext-L)76.3NoUnlocking Pre-trained Image Backbones for Semant...2023-12-20-
2DP-GAN73.6NoDual Pyramid Generative Adversarial Networks for...2022-10-08Code
3OASIS69.3NoYou Only Need Adversarial Supervision for Semant...2020-12-08Code
4SPADE + SESAME66NoSESAME: Semantic Editing of Scenes by Adding, Ma...2020-04-10Code
5CC-FPSE65.5NoLearning to Predict Layout-to-image Conditional ...2019-10-15Code
6SPADE + FFL64.2NoFocal Frequency Loss for Image Reconstruction an...2020-12-23Code
7CC-FPSE-AUG63.1NoImproving Augmentation and Evaluation Schemes fo...2020-11-25-
8SPADE62.3NoSemantic Image Synthesis with Spatially-Adaptive...2019-03-18Code
9pix2pixHD58.3NoHigh-Resolution Image Synthesis and Semantic Man...2017-11-30Code
10Pix2PixHD-AUG58NoImproving Augmentation and Evaluation Schemes fo...2020-11-25-
11CRN52.4NoPhotographic Image Synthesis with Cascaded Refin...2017-07-28-
12SIMS47.2NoSemi-parametric Image Synthesis2018-04-29Code
13USIS44.78NoUSIS: Unsupervised Semantic Image Synthesis2021-09-29Code
14USIS-Wavelet42.32NoWavelet-based Unsupervised Label-to-Image Transl...2023-05-16Code