OpenCodePapers
image-to-image-translation-on-coco-stuff
Image-to-Image Translation
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Paper
Code
FID
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Accuracy
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mIoU
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LPIPS
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ModelName
ReleaseDate
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Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
13.3
DP-SIMS (ConvNext-XL)
2023-12-20
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
13.6
DP-SIMS (ConvNext-L)
2023-12-20
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
✓ Link
15.3
38.1
0.519
SCDM
2024-02-26
Pretraining is All You Need for Image-to-Image Translation
✓ Link
15.6
PITI
2022-05-25
Multimodal Conditional Image Synthesis with Product-of-Experts GANs
15.8
PoE-GAN
2021-12-09
You Only Need Adversarial Supervision for Semantic Image Synthesis
✓ Link
17.0
44.1
OASIS
2020-12-08
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
19.1
71.5
42.1
CC-FPSE-AUG
2020-11-25
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis
✓ Link
19.2
70.7%
41.6
CC-FPSE
2019-10-15
Taming Transformers for High-Resolution Image Synthesis
✓ Link
22.4
VQGAN+Transformer
2020-12-17
Semantic Image Synthesis with Spatially-Adaptive Normalization
✓ Link
22.6
67.9%
37.4
SPADE
2019-03-18
USIS: Unsupervised Semantic Image Synthesis
✓ Link
27.8
14.06
USIS
2021-09-29
Wavelet-based Unsupervised Label-to-Image Translation
✓ Link
28.6
13.4
USIS-Wavelet
2023-05-16
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
54.2
54.1
21.9
Pix2PixHD-AUG
2020-11-25
Photographic Image Synthesis with Cascaded Refinement Networks
70.4
40.4%
23.7
CRN
2017-07-28
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
✓ Link
111.5
45.8%
14.6
pix2pixHD
2017-11-30