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Image To Image Translation On Ade20K Labels

评估指标

FID
mIoU

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
pix2pixHD81.820.3High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
CRN73.322.4Photographic Image Synthesis with Cascaded Refinement Networks-
Pix2PixHD-AUG41.5-Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis-
VQGAN+Transformer35.5-Taming Transformers for High-Resolution Image Synthesis
USIS-Wavelet34.516.95Wavelet-based Unsupervised Label-to-Image Translation
SPADE33.938.5Semantic Image Synthesis with Spatially-Adaptive Normalization
USIS33.217.38USIS: Unsupervised Semantic Image Synthesis
CC-FPSE-AUG32.644Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis-
SPADE + SESAME31.949SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects
CC-FPSE31.743.7Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis
OASIS28.348.8You Only Need Adversarial Supervision for Semantic Image Synthesis
SCDM26.949.4Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
CoCosNet26.4-Cross-domain Correspondence Learning for Exemplar-based Image Translation
DP-GAN26.152.7Dual Pyramid Generative Adversarial Networks for Semantic Image Synthesis
DP-SIMS (ConvNext-L)22.754.3Unlocking Pre-trained Image Backbones for Semantic Image Synthesis-
INADE--Diverse Semantic Image Synthesis via Probability Distribution Modeling
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Image To Image Translation On Ade20K Labels | SOTA | HyperAI超神经