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Image To Image Translation On Coco Stuff

Métriques

FID

Résultats

Résultats de performance de divers modèles sur ce benchmark

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

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