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9.22k
Image Generation > Image-to-Image Translation
photo2vangogh
U-GAT-IT
https://arxiv.org/abs/1907.10830v4
Kernel Inception Distance
4.28
Image Generation > Image-to-Image Translation
photo2vangogh
CycleGAN
https://arxiv.org/abs/1703.10593v7
Frechet Inception Distance
151.4
Image Generation > Image-to-Image Translation
photo2vangogh
CycleGAN
https://arxiv.org/abs/1703.10593v7
Number of params
28.2M
Image Generation > Image-to-Image Translation
photo2vangogh
PoL (CycleGAN)
https://arxiv.org/abs/2008.05763v1
Frechet Inception Distance
152.7
Image Generation > Image-to-Image Translation
photo2vangogh
PoL (CycleGAN)
https://arxiv.org/abs/2008.05763v1
Number of params
15.9M
Image Generation > Image-to-Image Translation
Cityscapes-to-Foggy Cityscapes
MIC
https://arxiv.org/abs/2212.01322v2
mAP
47.6
Image Generation > Image-to-Image Translation
Cityscapes-to-Foggy Cityscapes
SSA-DA
https://arxiv.org/abs/2011.07205v1
mAP
42.5
Image Generation > Image-to-Image Translation
Cityscapes-to-Foggy Cityscapes
MCAR
https://arxiv.org/abs/2003.12943v2
mAP
38.8
Image Generation > Image-to-Image Translation
Cityscapes-to-Foggy Cityscapes
Progressive Domain Adaptation
https://arxiv.org/abs/1910.11319v1
mAP
36.9
Image Generation > Image-to-Image Translation
Cityscapes-to-Foggy Cityscapes
Diversify & Match
https://arxiv.org/abs/1905.05396v1
mAP
34.6
Image Generation > Image-to-Image Translation
Cityscapes-to-Foggy Cityscapes
FRCNN in the wild
http://arxiv.org/abs/1803.03243v1
mAP
27.6
Image Generation > Image-to-Image Translation
anime-to-selfie
FQ-GAN
https://arxiv.org/abs/2004.02088v2
Kernel Inception Distance
10.23
Image Generation > Image-to-Image Translation
anime-to-selfie
U-GAT-IT
https://arxiv.org/abs/1907.10830v4
Kernel Inception Distance
11.52
Image Generation > Image-to-Image Translation
cat2dog
GNR
https://arxiv.org/abs/2106.06561v1
DFID
26.1
Image Generation > Image-to-Image Translation
cat2dog
GNR
https://arxiv.org/abs/2106.06561v1
FID
26.9
Image Generation > Image-to-Image Translation
cat2dog
StarGANv2
https://arxiv.org/abs/2106.06561v1
DFID
53.6
Image Generation > Image-to-Image Translation
cat2dog
StarGANv2
https://arxiv.org/abs/2106.06561v1
FID
44.2
Image Generation > Image-to-Image Translation
cat2dog
DRIT++
https://arxiv.org/abs/2106.06561v1
DFID
160.1
Image Generation > Image-to-Image Translation
cat2dog
DRIT++
https://arxiv.org/abs/2106.06561v1
FID
91.5
Image Generation > Image-to-Image Translation
cat2dog
CouncilGAN
https://arxiv.org/abs/2106.06561v1
DFID
172.5
Image Generation > Image-to-Image Translation
cat2dog
CouncilGAN
https://arxiv.org/abs/2106.06561v1
FID
90.8
Image Generation > Image-to-Image Translation
cat2dog
U-GAT-IT
https://arxiv.org/abs/1907.10830v4
Kernel Inception Distance
7.07
Image Generation > Image-to-Image Translation
portrait2photo
U-GAT-IT
https://arxiv.org/abs/1907.10830v4
Kernel Inception Distance
1.69
Image Generation > Image-to-Image Translation
ADE-Indoor Labels-to-Photo
SB-GAN
https://arxiv.org/abs/1911.11357v1
FID
48.15
Image Generation > Image-to-Image Translation
AFHQ (Wild to Dog)
EGSDE
https://arxiv.org/abs/2207.06635v5
FID
50.43
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
HRDA + PiPa
https://arxiv.org/abs/2211.07609v1
mIoU (13 classes)
74.8
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
MIC
https://arxiv.org/abs/2212.01322v2
mIoU (13 classes)
74.0
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
HRDA
https://arxiv.org/abs/2204.13132v2
mIoU (13 classes)
72.4
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
SePiCo
https://arxiv.org/abs/2204.08808v2
mIoU (13 classes)
71.4
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
CAMix (w DAFormer)
https://arxiv.org/abs/2108.03557v3
mIoU (13 classes)
69.2
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
DAFormer + ProCST
https://arxiv.org/abs/2204.11891v2
mIoU (13 classes)
68.2
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
DAFormer
https://arxiv.org/abs/2111.14887v2
mIoU (13 classes)
67.4
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
TransDA-B
https://arxiv.org/abs/2203.07988v1
mIoU (13 classes)
66.3
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
CPSL
https://arxiv.org/abs/2203.09744v1
mIoU (13 classes)
65.3
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
ProDA+CRA
https://arxiv.org/abs/2109.06422v2
mIoU (13 classes)
63.7
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
ProDA
https://arxiv.org/abs/2101.10979v2
mIoU (13 classes)
62.0
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
CAMix (w Deeplabv2 ResNet 101)
https://arxiv.org/abs/2108.03557v3
mIoU (13 classes)
59.7
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
IAST(ResNet-101)
https://arxiv.org/abs/2008.12197v1
mIoU (13 classes)
57.0
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
PyCDA (ResNet-101)
https://arxiv.org/abs/1908.09547v1
mIoU (13 classes)
53.3
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
FADA (ResNet-101)
https://arxiv.org/abs/2007.09222v1
mIoU (13 classes)
52.5
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
Bidirectional Learning (ResNet-101)
http://arxiv.org/abs/1904.10620v1
mIoU (13 classes)
51.4
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
DADA (ResNet-101)
https://arxiv.org/abs/1904.01886v3
mIoU (13 classes)
49.8
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
LRENT (DeepLabv2)
https://arxiv.org/abs/1908.09822v3
mIoU (13 classes)
48.7
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
SWD
http://arxiv.org/abs/1903.04064v1
mIoU (13 classes)
48.1
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
ADVENT
http://arxiv.org/abs/1811.12833v2
mIoU (13 classes)
48
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
Multi-level Adaptation
https://arxiv.org/abs/1802.10349v3
mIoU (13 classes)
46.7
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
Discriminative Patch (ResNet-101)
https://arxiv.org/abs/1901.05427v4
mIoU (13 classes)
46.5
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
Single-level Adaptation
https://arxiv.org/abs/1802.10349v3
mIoU (13 classes)
45.9
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
CAG-UDA
https://arxiv.org/abs/1910.13049v2
mIoU (13 classes)
44.5
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
Domain Invariant Structure Extraction
http://arxiv.org/abs/1903.12212v1
mIoU (13 classes)
41.5
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
superpixel + color constancy
http://arxiv.org/abs/1812.09953v3
mIoU (13 classes)
29.7
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
CDA
http://arxiv.org/abs/1707.09465v5
mIoU (13 classes)
29.0
Image Generation > Image-to-Image Translation
SYNTHIA-to-Cityscapes
FCNs in the wild
http://arxiv.org/abs/1612.02649v1
mIoU (13 classes)
20.2
Image Generation > Image-to-Image Translation
FLIR
Pix2Next
https://arxiv.org/abs/2409.16706v1
PSNR
23.45
Image Generation > Image-to-Image Translation
FLIR
Pix2Next
https://arxiv.org/abs/2409.16706v1
SSIM
0.66
Image Generation > Image-to-Image Translation
FLIR
IRFormer
https://arxiv.org/abs/2404.07072v2
PSNR
17.74
Image Generation > Image-to-Image Translation
FLIR
IRFormer
https://arxiv.org/abs/2404.07072v2
SSIM
0.48
Image Generation > Image-to-Image Translation
FLIR
BCI
https://arxiv.org/abs/2204.11425v2
PSNR
11.14
Image Generation > Image-to-Image Translation
FLIR
BCI
https://arxiv.org/abs/2204.11425v2
SSIM
0.21
Image Generation > Image-to-Image Translation
FLIR
pix2pix
http://arxiv.org/abs/1611.07004v3
PSNR
4.19
Image Generation > Image-to-Image Translation
FLIR
pix2pix
http://arxiv.org/abs/1611.07004v3
SSIM
0.05
Image Generation > Image-to-Image Translation
Zebra and Horses
Shared discriminator GAN
https://arxiv.org/abs/2102.04699v1
Kernel Inception Distance
5.8
Image Generation > Image-to-Image Translation
selfie-to-anime
FQ-GAN
https://arxiv.org/abs/2004.02088v2
Kernel Inception Distance
11.40
Image Generation > Image-to-Image Translation
selfie-to-anime
U-GAT-IT
https://arxiv.org/abs/1907.10830v4
Kernel Inception Distance
11.61
Image Generation > Image-to-Image Translation
KITTI Object Tracking Evaluation 2012
SRNet
https://arxiv.org/abs/1908.03047v1
Average PSNR
21.12
Image Generation > Image-to-Image Translation
BCI
pyramidpix2pix
https://arxiv.org/abs/2204.11425v2
Average PSNR
21.160
Image Generation > Image-to-Image Translation
BCI
pyramidpix2pix
https://arxiv.org/abs/2204.11425v2
SSIM
0.477
Image Generation > Image-to-Image Translation
BCI
pix2pixHD
https://arxiv.org/abs/2204.11425v2
Average PSNR
19.634
Image Generation > Image-to-Image Translation
BCI
pix2pixHD
https://arxiv.org/abs/2204.11425v2
SSIM
0.471
Image Generation > Image-to-Image Translation
BCI
pix2pix
https://arxiv.org/abs/2204.11425v2
Average PSNR
19.328
Image Generation > Image-to-Image Translation
BCI
pix2pix
https://arxiv.org/abs/2204.11425v2
SSIM
0.440
Image Generation > Image-to-Image Translation
BCI
cycleGAN
https://arxiv.org/abs/2204.11425v2
Average PSNR
16.203
Image Generation > Image-to-Image Translation
BCI
cycleGAN
https://arxiv.org/abs/2204.11425v2
SSIM
0.373
Image Generation > Image-to-Image Translation
AFHQ (Cat to Dog)
EGSDE
https://arxiv.org/abs/2207.06635v5
FID
51.04
Image Generation > Image-to-Image Translation
IXI
ResViT
https://arxiv.org/abs/2106.16031v3
PSNR
35.71 ± 1.77
Image Generation > Image-to-Image Translation
IXI
pGAN
https://arxiv.org/abs/2106.16031v3
PSNR
33.95 ± 1.67
Image Generation > Image-to-Image Translation
IXI
SAGAN
https://arxiv.org/abs/2106.16031v3
PSNR
33.71 ± 1.61
Image Generation > Image-to-Image Translation
IXI
pix2pix
https://arxiv.org/abs/2106.16031v3
PSNR
33.62 ± 2.07
Image Generation > Image-to-Image Translation
IXI
TransUNet
https://arxiv.org/abs/2106.16031v3
PSNR
32.49 ± 1.74
Image Generation > Image-to-Image Translation
IXI
A-UNet
https://arxiv.org/abs/2106.16031v3
PSNR
32.43 ± 1.74
Image Generation > Image-to-Image Translation
IXI
SynDiff
https://arxiv.org/abs/2207.08208v3
PSNR
30.42
Image Generation > Image-to-Image Translation
horse2zebra
U-GAT-IT
https://arxiv.org/abs/1907.10830v4
Kernel Inception Distance
7.06
Image Generation > Image-to-Image Translation
horse2zebra
CycleGANAS
https://arxiv.org/abs/2311.07162v1
Frechet Inception Distance
38.06
Image Generation > Image-to-Image Translation
horse2zebra
CycleGANAS
https://arxiv.org/abs/2311.07162v1
Number of params
8.751M
Image Generation > Image-to-Image Translation
horse2zebra
PoL (CycleGAN)
https://arxiv.org/abs/2008.05763v1
Frechet Inception Distance
53.0
Image Generation > Image-to-Image Translation
horse2zebra
PoL (CycleGAN)
https://arxiv.org/abs/2008.05763v1
Number of params
15.9M
Image Generation > Image-to-Image Translation
horse2zebra
CycleGAN
https://arxiv.org/abs/1703.10593v7
Frechet Inception Distance
89.7
Image Generation > Image-to-Image Translation
horse2zebra
CycleGAN
https://arxiv.org/abs/1703.10593v7
Number of params
28.2M
Image Generation > Image-to-Image Translation
2017_test set
hi
http://arxiv.org/abs/1811.09117v1
10 way 1~2 shot
457
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
MIC
https://arxiv.org/abs/2212.01322v2
mIoU
75.9
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
HRDA + PiPa
https://arxiv.org/abs/2211.07609v1
mIoU
75.6
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
HRDA
https://arxiv.org/abs/2204.13132v2
mIoU
73.8
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
DAFormer + PiPa
https://arxiv.org/abs/2211.07609v1
mIoU
71.7
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
SePiCo
https://arxiv.org/abs/2204.08808v2
mIoU
70.3
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
CAMix (w DAFormer)
https://arxiv.org/abs/2108.03557v3
mIoU
70.0
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
DAFormer + ProCST
https://arxiv.org/abs/2204.11891v2
mIoU
69.4
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
DAFormer
https://arxiv.org/abs/2111.14887v2
mIoU
68.3
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
TransDA-B
https://arxiv.org/abs/2203.07988v1
mIoU
63.9
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
DDB
https://arxiv.org/abs/2209.07695v3
mIoU
62.7
Image Generation > Image-to-Image Translation
GTAV-to-Cityscapes Labels
EHTDI*
https://arxiv.org/abs/2208.06100v1
mIoU
62.0