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⌀ | dataset
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⌀ | metric_name
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⌀ | metric_value
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⌀ |
|---|---|---|---|---|---|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Aerial-to-Map
|
cGAN
|
http://arxiv.org/abs/1611.07004v3
|
Class IOU
|
0.26
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Aerial-to-Map
|
DualGAN
|
http://arxiv.org/abs/1704.02510v4
|
Per-pixel Accuracy
|
42%
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Aerial-to-Map
|
DualGAN
|
http://arxiv.org/abs/1704.02510v4
|
Per-class Accuracy
|
22%
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Aerial-to-Map
|
DualGAN
|
http://arxiv.org/abs/1704.02510v4
|
Class IOU
|
0.09
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
AFHQ
|
StarGAN v2
|
https://arxiv.org/abs/1912.01865v2
|
FID
|
24.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
AFHQ
|
StarGAN v2
|
https://arxiv.org/abs/1912.01865v2
|
LPIPS
|
0.524
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
AFHQ
| null |
https://arxiv.org/abs/2301.00950v3
|
LPIPS
|
0.122
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
vangogh2photo
|
U-GAT-IT
|
https://arxiv.org/abs/1907.10830v4
|
Kernel Inception Distance
|
5.61
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
vangogh2photo
|
PoL (CycleGAN)
|
https://arxiv.org/abs/2008.05763v1
|
Frechet Inception Distance
|
134.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
vangogh2photo
|
PoL (CycleGAN)
|
https://arxiv.org/abs/2008.05763v1
|
Number of Params
|
15.9M
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
vangogh2photo
|
CycleGAN
|
https://arxiv.org/abs/1703.10593v7
|
Frechet Inception Distance
|
163.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
vangogh2photo
|
CycleGAN
|
https://arxiv.org/abs/1703.10593v7
|
Number of Params
|
28.2M
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Deep-Fashion
|
INADE
|
https://arxiv.org/abs/2103.06878v1
|
FID
|
9.97
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Deep-Fashion
|
CoCosNet
|
https://arxiv.org/abs/2004.05571v1
|
FID
|
14.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA Fall-to-Winter
|
CyCADA
|
http://arxiv.org/abs/1711.03213v3
|
mIoU
|
63.3
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA Fall-to-Winter
|
CyCADA
|
http://arxiv.org/abs/1711.03213v3
|
Per-pixel Accuracy
|
92.1%
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA Fall-to-Winter
|
CyCADA
|
http://arxiv.org/abs/1711.03213v3
|
fwIOU
|
85.7
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA Fall-to-Winter
|
FCNs in the wild
|
http://arxiv.org/abs/1612.02649v1
|
mIoU
|
59.6
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
zebra2horse
|
U-GAT-IT
|
https://arxiv.org/abs/1907.10830v4
|
Kernel Inception Distance
|
7.47
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
zebra2horse
|
CycleGAN
|
https://arxiv.org/abs/1703.10593v7
|
Frechet Inception Distance
|
110.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
zebra2horse
|
CycleGAN
|
https://arxiv.org/abs/1703.10593v7
|
Number of params
|
28.2M
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
zebra2horse
|
PoL (CycleGAN)
|
https://arxiv.org/abs/2008.05763v1
|
Frechet Inception Distance
|
112.3
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
zebra2horse
|
PoL (CycleGAN)
|
https://arxiv.org/abs/2008.05763v1
|
Number of params
|
15.9M
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Apples and Oranges
|
Shared discriminator GAN
|
https://arxiv.org/abs/2102.04699v1
|
Kernel Inception Distance
|
4.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
RaFD
|
StarGAN
|
http://arxiv.org/abs/1711.09020v3
|
Classification Error
|
2.12%
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
RaFD
|
DIA
|
http://arxiv.org/abs/1610.05586v2
|
Classification Error
|
4.10%
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
RaFD
|
CycleGAN
|
https://arxiv.org/abs/1703.10593v7
|
Classification Error
|
5.99%
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
RaFD
|
IcGAN
|
http://arxiv.org/abs/1611.06355v1
|
Classification Error
|
8.07%
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
photo2vangogh
|
U-GAT-IT
|
https://arxiv.org/abs/1907.10830v4
|
Kernel Inception Distance
|
4.28
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
photo2vangogh
|
CycleGAN
|
https://arxiv.org/abs/1703.10593v7
|
Frechet Inception Distance
|
151.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
photo2vangogh
|
CycleGAN
|
https://arxiv.org/abs/1703.10593v7
|
Number of params
|
28.2M
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
photo2vangogh
|
PoL (CycleGAN)
|
https://arxiv.org/abs/2008.05763v1
|
Frechet Inception Distance
|
152.7
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
photo2vangogh
|
PoL (CycleGAN)
|
https://arxiv.org/abs/2008.05763v1
|
Number of params
|
15.9M
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Cityscapes-to-Foggy Cityscapes
|
MIC
|
https://arxiv.org/abs/2212.01322v2
|
mAP
|
47.6
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Cityscapes-to-Foggy Cityscapes
|
SSA-DA
|
https://arxiv.org/abs/2011.07205v1
|
mAP
|
42.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Cityscapes-to-Foggy Cityscapes
|
MCAR
|
https://arxiv.org/abs/2003.12943v2
|
mAP
|
38.8
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Cityscapes-to-Foggy Cityscapes
|
Progressive Domain Adaptation
|
https://arxiv.org/abs/1910.11319v1
|
mAP
|
36.9
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Cityscapes-to-Foggy Cityscapes
|
Diversify & Match
|
https://arxiv.org/abs/1905.05396v1
|
mAP
|
34.6
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Cityscapes-to-Foggy Cityscapes
|
FRCNN in the wild
|
http://arxiv.org/abs/1803.03243v1
|
mAP
|
27.6
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
anime-to-selfie
|
FQ-GAN
|
https://arxiv.org/abs/2004.02088v2
|
Kernel Inception Distance
|
10.23
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
anime-to-selfie
|
U-GAT-IT
|
https://arxiv.org/abs/1907.10830v4
|
Kernel Inception Distance
|
11.52
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
GNR
|
https://arxiv.org/abs/2106.06561v1
|
DFID
|
26.1
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
GNR
|
https://arxiv.org/abs/2106.06561v1
|
FID
|
26.9
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
StarGANv2
|
https://arxiv.org/abs/2106.06561v1
|
DFID
|
53.6
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
StarGANv2
|
https://arxiv.org/abs/2106.06561v1
|
FID
|
44.2
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
DRIT++
|
https://arxiv.org/abs/2106.06561v1
|
DFID
|
160.1
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
DRIT++
|
https://arxiv.org/abs/2106.06561v1
|
FID
|
91.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
CouncilGAN
|
https://arxiv.org/abs/2106.06561v1
|
DFID
|
172.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
CouncilGAN
|
https://arxiv.org/abs/2106.06561v1
|
FID
|
90.8
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
cat2dog
|
U-GAT-IT
|
https://arxiv.org/abs/1907.10830v4
|
Kernel Inception Distance
|
7.07
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
portrait2photo
|
U-GAT-IT
|
https://arxiv.org/abs/1907.10830v4
|
Kernel Inception Distance
|
1.69
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
ADE-Indoor Labels-to-Photo
|
SB-GAN
|
https://arxiv.org/abs/1911.11357v1
|
FID
|
48.15
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
AFHQ (Wild to Dog)
|
EGSDE
|
https://arxiv.org/abs/2207.06635v5
|
FID
|
50.43
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
HRDA + PiPa
|
https://arxiv.org/abs/2211.07609v1
|
mIoU (13 classes)
|
74.8
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
MIC
|
https://arxiv.org/abs/2212.01322v2
|
mIoU (13 classes)
|
74.0
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
HRDA
|
https://arxiv.org/abs/2204.13132v2
|
mIoU (13 classes)
|
72.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
SePiCo
|
https://arxiv.org/abs/2204.08808v2
|
mIoU (13 classes)
|
71.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
CAMix (w DAFormer)
|
https://arxiv.org/abs/2108.03557v3
|
mIoU (13 classes)
|
69.2
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
DAFormer + ProCST
|
https://arxiv.org/abs/2204.11891v2
|
mIoU (13 classes)
|
68.2
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
DAFormer
|
https://arxiv.org/abs/2111.14887v2
|
mIoU (13 classes)
|
67.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
TransDA-B
|
https://arxiv.org/abs/2203.07988v1
|
mIoU (13 classes)
|
66.3
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
CPSL
|
https://arxiv.org/abs/2203.09744v1
|
mIoU (13 classes)
|
65.3
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
ProDA+CRA
|
https://arxiv.org/abs/2109.06422v2
|
mIoU (13 classes)
|
63.7
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
ProDA
|
https://arxiv.org/abs/2101.10979v2
|
mIoU (13 classes)
|
62.0
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
CAMix (w Deeplabv2 ResNet 101)
|
https://arxiv.org/abs/2108.03557v3
|
mIoU (13 classes)
|
59.7
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
IAST(ResNet-101)
|
https://arxiv.org/abs/2008.12197v1
|
mIoU (13 classes)
|
57.0
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
PyCDA (ResNet-101)
|
https://arxiv.org/abs/1908.09547v1
|
mIoU (13 classes)
|
53.3
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
FADA (ResNet-101)
|
https://arxiv.org/abs/2007.09222v1
|
mIoU (13 classes)
|
52.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
Bidirectional Learning (ResNet-101)
|
http://arxiv.org/abs/1904.10620v1
|
mIoU (13 classes)
|
51.4
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
DADA (ResNet-101)
|
https://arxiv.org/abs/1904.01886v3
|
mIoU (13 classes)
|
49.8
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
LRENT (DeepLabv2)
|
https://arxiv.org/abs/1908.09822v3
|
mIoU (13 classes)
|
48.7
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
SWD
|
http://arxiv.org/abs/1903.04064v1
|
mIoU (13 classes)
|
48.1
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
ADVENT
|
http://arxiv.org/abs/1811.12833v2
|
mIoU (13 classes)
|
48
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
Multi-level Adaptation
|
https://arxiv.org/abs/1802.10349v3
|
mIoU (13 classes)
|
46.7
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
Discriminative Patch (ResNet-101)
|
https://arxiv.org/abs/1901.05427v4
|
mIoU (13 classes)
|
46.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
Single-level Adaptation
|
https://arxiv.org/abs/1802.10349v3
|
mIoU (13 classes)
|
45.9
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
CAG-UDA
|
https://arxiv.org/abs/1910.13049v2
|
mIoU (13 classes)
|
44.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
Domain Invariant Structure Extraction
|
http://arxiv.org/abs/1903.12212v1
|
mIoU (13 classes)
|
41.5
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
superpixel + color constancy
|
http://arxiv.org/abs/1812.09953v3
|
mIoU (13 classes)
|
29.7
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
CDA
|
http://arxiv.org/abs/1707.09465v5
|
mIoU (13 classes)
|
29.0
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
SYNTHIA-to-Cityscapes
|
FCNs in the wild
|
http://arxiv.org/abs/1612.02649v1
|
mIoU (13 classes)
|
20.2
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
Pix2Next
|
https://arxiv.org/abs/2409.16706v1
|
PSNR
|
23.45
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
Pix2Next
|
https://arxiv.org/abs/2409.16706v1
|
SSIM
|
0.66
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
IRFormer
|
https://arxiv.org/abs/2404.07072v2
|
PSNR
|
17.74
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
IRFormer
|
https://arxiv.org/abs/2404.07072v2
|
SSIM
|
0.48
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
BCI
|
https://arxiv.org/abs/2204.11425v2
|
PSNR
|
11.14
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
BCI
|
https://arxiv.org/abs/2204.11425v2
|
SSIM
|
0.21
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
pix2pix
|
http://arxiv.org/abs/1611.07004v3
|
PSNR
|
4.19
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
FLIR
|
pix2pix
|
http://arxiv.org/abs/1611.07004v3
|
SSIM
|
0.05
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
Zebra and Horses
|
Shared discriminator GAN
|
https://arxiv.org/abs/2102.04699v1
|
Kernel Inception Distance
|
5.8
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
selfie-to-anime
|
FQ-GAN
|
https://arxiv.org/abs/2004.02088v2
|
Kernel Inception Distance
|
11.40
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
selfie-to-anime
|
U-GAT-IT
|
https://arxiv.org/abs/1907.10830v4
|
Kernel Inception Distance
|
11.61
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
KITTI Object Tracking Evaluation 2012
|
SRNet
|
https://arxiv.org/abs/1908.03047v1
|
Average PSNR
|
21.12
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
BCI
|
pyramidpix2pix
|
https://arxiv.org/abs/2204.11425v2
|
Average PSNR
|
21.160
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
BCI
|
pyramidpix2pix
|
https://arxiv.org/abs/2204.11425v2
|
SSIM
|
0.477
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
BCI
|
pix2pixHD
|
https://arxiv.org/abs/2204.11425v2
|
Average PSNR
|
19.634
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
BCI
|
pix2pixHD
|
https://arxiv.org/abs/2204.11425v2
|
SSIM
|
0.471
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
BCI
|
pix2pix
|
https://arxiv.org/abs/2204.11425v2
|
Average PSNR
|
19.328
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
BCI
|
pix2pix
|
https://arxiv.org/abs/2204.11425v2
|
SSIM
|
0.440
|
1 Image, 2*2 Stitching > Image-to-Image Translation
|
BCI
|
cycleGAN
|
https://arxiv.org/abs/2204.11425v2
|
Average PSNR
|
16.203
|
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