Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Computer Vision
/
Image-to-Image Translation
/
Cityscapes Labels-to-Photo
Image-to-Image Translation on Cityscapes Labels-to-Photo
Metric: FID (lower is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Export CSV
Sort:
FID (best first)
FID (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
FID
▲
Extra Data
Paper
Date
↕
Code
1
DP-SIMS (ConvNext-L)
38.2
No
Unlocking Pre-trained Image Backbones for Semant...
2023-12-20
-
2
DP-GAN
44.1
No
Dual Pyramid Generative Adversarial Networks for...
2022-10-08
Code
3
OASIS
47.7
No
You Only Need Adversarial Supervision for Semant...
2020-12-08
Code
4
SIMS
49.7
No
Semi-parametric Image Synthesis
2018-04-29
Code
5
USIS-Wavelet
50.14
No
Wavelet-based Unsupervised Label-to-Image Transl...
2023-05-16
Code
6
CC-FPSE-AUG
52.1
No
Improving Augmentation and Evaluation Schemes fo...
2020-11-25
-
7
USIS
53.67
No
USIS: Unsupervised Semantic Image Synthesis
2021-09-29
Code
8
SPADE + SESAME
54.2
No
SESAME: Semantic Editing of Scenes by Adding, Ma...
2020-04-10
Code
9
CC-FPSE
54.3
No
Learning to Predict Layout-to-image Conditional ...
2019-10-15
Code
10
SPADE + FFL
59.5
No
Focal Frequency Loss for Image Reconstruction an...
2020-12-23
Code
11
SB-GAN
60.39
No
Semantic Bottleneck Scene Generation
2019-11-26
Code
12
SPADE
71.8
No
Semantic Image Synthesis with Spatially-Adaptive...
2019-03-18
Code
13
Pix2PixHD-AUG
72.7
No
Improving Augmentation and Evaluation Schemes fo...
2020-11-25
-
14
pix2pixHD
95
No
High-Resolution Image Synthesis and Semantic Man...
2017-11-30
Code
15
CRN
104.7
No
Photographic Image Synthesis with Cascaded Refin...
2017-07-28
-
#1
DP-SIMS (ConvNext-L)
SOTA
38.2
FID
· 2023-12-20
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
#2
DP-GAN
SOTA
44.1
FID
· 2022-10-08
Dual Pyramid Generative Adversarial Networks for Semantic Image Synthesis
Code
#3
OASIS
SOTA
47.7
FID
· 2020-12-08
You Only Need Adversarial Supervision for Semantic Image Synthesis
Code
#4
SIMS
SOTA
49.7
FID
· 2018-04-29
Semi-parametric Image Synthesis
Code
#5
USIS-Wavelet
50.14
FID
· 2023-05-16
Wavelet-based Unsupervised Label-to-Image Translation
Code
#6
CC-FPSE-AUG
52.1
FID
· 2020-11-25
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
#7
USIS
53.67
FID
· 2021-09-29
USIS: Unsupervised Semantic Image Synthesis
Code
#8
SPADE + SESAME
54.2
FID
· 2020-04-10
SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects
Code
#9
CC-FPSE
54.3
FID
· 2019-10-15
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis
Code
#10
SPADE + FFL
59.5
FID
· 2020-12-23
Focal Frequency Loss for Image Reconstruction and Synthesis
Code
#11
SB-GAN
60.39
FID
· 2019-11-26
Semantic Bottleneck Scene Generation
Code
#12
SPADE
71.8
FID
· 2019-03-18
Semantic Image Synthesis with Spatially-Adaptive Normalization
Code
#13
Pix2PixHD-AUG
72.7
FID
· 2020-11-25
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis
#14
pix2pixHD
SOTA
95
FID
· 2017-11-30
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
Code
#15
CRN
SOTA
104.7
FID
· 2017-07-28
Photographic Image Synthesis with Cascaded Refinement Networks