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1 Image, 2*2 Stitching
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Cityscapes Labels-to-Photo
1 Image, 2*2 Stitching on Cityscapes Labels-to-Photo
Metric: mIoU (higher is better)
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#
Model
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mIoU
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Extra Data
Paper
Date
↕
Code
1
DP-SIMS (ConvNext-L)
76.3
No
Unlocking Pre-trained Image Backbones for Semant...
2023-12-20
-
2
DP-GAN
73.6
No
Dual Pyramid Generative Adversarial Networks for...
2022-10-08
Code
3
OASIS
69.3
No
You Only Need Adversarial Supervision for Semant...
2020-12-08
Code
4
SPADE + SESAME
66
No
SESAME: Semantic Editing of Scenes by Adding, Ma...
2020-04-10
Code
5
CC-FPSE
65.5
No
Learning to Predict Layout-to-image Conditional ...
2019-10-15
Code
6
SPADE + FFL
64.2
No
Focal Frequency Loss for Image Reconstruction an...
2020-12-23
Code
7
CC-FPSE-AUG
63.1
No
Improving Augmentation and Evaluation Schemes fo...
2020-11-25
-
8
SPADE
62.3
No
Semantic Image Synthesis with Spatially-Adaptive...
2019-03-18
Code
9
pix2pixHD
58.3
No
High-Resolution Image Synthesis and Semantic Man...
2017-11-30
Code
10
Pix2PixHD-AUG
58
No
Improving Augmentation and Evaluation Schemes fo...
2020-11-25
-
11
CRN
52.4
No
Photographic Image Synthesis with Cascaded Refin...
2017-07-28
-
12
SIMS
47.2
No
Semi-parametric Image Synthesis
2018-04-29
Code
13
USIS
44.78
No
USIS: Unsupervised Semantic Image Synthesis
2021-09-29
Code
14
USIS-Wavelet
42.32
No
Wavelet-based Unsupervised Label-to-Image Transl...
2023-05-16
Code