HyperAI超神经

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HyperAI超神经

Image To Image Translation On Coco Stuff

评估指标

FID

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
pix2pixHD	111.5	High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
CRN	70.4	Photographic Image Synthesis with Cascaded Refinement Networks	-
Pix2PixHD-AUG	54.2	Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis	-
USIS-Wavelet	28.6	Wavelet-based Unsupervised Label-to-Image Translation
USIS	27.8	USIS: Unsupervised Semantic Image Synthesis
SPADE	22.6	Semantic Image Synthesis with Spatially-Adaptive Normalization
VQGAN+Transformer	22.4	Taming Transformers for High-Resolution Image Synthesis
CC-FPSE	19.2	Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis
CC-FPSE-AUG	19.1	Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis	-
OASIS	17.0	You Only Need Adversarial Supervision for Semantic Image Synthesis
PoE-GAN	15.8	Multimodal Conditional Image Synthesis with Product-of-Experts GANs	-
PITI	15.6	Pretraining is All You Need for Image-to-Image Translation
SCDM	15.3	Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
DP-SIMS (ConvNext-L)	13.6	Unlocking Pre-trained Image Backbones for Semantic Image Synthesis	-
DP-SIMS (ConvNext-XL)	13.3	Unlocking Pre-trained Image Backbones for Semantic Image Synthesis	-

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Image To Image Translation On Coco Stuff | SOTA | HyperAI超神经