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SOTA
画像対画像変換
Image To Image Translation On Coco Stuff
Image To Image Translation On Coco Stuff
評価指標
FID
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
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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Image To Image Translation On Coco Stuff | SOTA | HyperAI超神経