OpenCodePapers
image-to-image-translation-on-ade20k-labels
Image-to-Image Translation
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Paper
Code
mIoU
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Accuracy
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FID
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LPIPS
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ModelName
ReleaseDate
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Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
54.3
22.7
DP-SIMS (ConvNext-L)
2023-12-20
Dual Pyramid Generative Adversarial Networks for Semantic Image Synthesis
✓ Link
52.7
26.1
DP-GAN
2022-10-08
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
✓ Link
49.4
26.9
0.530
SCDM
2024-02-26
SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects
✓ Link
49
85.5%
31.9
SPADE + SESAME
2020-04-10
You Only Need Adversarial Supervision for Semantic Image Synthesis
✓ Link
48.8
28.3
0.265
OASIS
2020-12-08
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
44
83%
32.6
CC-FPSE-AUG
2020-11-25
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis
✓ Link
43.7
82.9%
31.7
0.098
CC-FPSE
2019-10-15
Semantic Image Synthesis with Spatially-Adaptive Normalization
✓ Link
38.5
79.9%
33.9
0
SPADE
2019-03-18
Photographic Image Synthesis with Cascaded Refinement Networks
22.4
68.8%
73.3
CRN
2017-07-28
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
✓ Link
20.3
69.2%
81.8
pix2pixHD
2017-11-30
USIS: Unsupervised Semantic Image Synthesis
✓ Link
17.38
33.2
USIS
2021-09-29
Wavelet-based Unsupervised Label-to-Image Translation
✓ Link
16.95
34.5
USIS-Wavelet
2023-05-16
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
77.9%
41.5
Pix2PixHD-AUG
2020-11-25
Cross-domain Correspondence Learning for Exemplar-based Image Translation
✓ Link
26.4
CoCosNet
2020-04-12
Taming Transformers for High-Resolution Image Synthesis
✓ Link
35.5
VQGAN+Transformer
2020-12-17
Diverse Semantic Image Synthesis via Probability Distribution Modeling
✓ Link
0.400
INADE
2021-03-11