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9.22k
Domain Adaptation
HMDBsmall-to-UCF
TemPooling + RevGrad
http://arxiv.org/abs/1409.7495v2
Accuracy
98.41
Domain Adaptation
HMDBsmall-to-UCF
W. Sultani et al.
http://openaccess.thecvf.com/content_cvpr_2014/html/Sultani_Human_Action_Recognition_2014_CVPR_paper.html
Accuracy
68.67
Domain Adaptation
ImageCLEF-DA
CMKD
https://ieeexplore.ieee.org/document/10505301
Accuracy
94.3
Domain Adaptation
ImageCLEF-DA
MCC+NWD
https://arxiv.org/abs/2204.03838v1
Accuracy
90.7
Domain Adaptation
ImageCLEF-DA
GLOT-DR
https://arxiv.org/abs/2203.00553v3
Accuracy
90.4
Domain Adaptation
ImageCLEF-DA
SPL
https://arxiv.org/abs/1911.07982v1
Accuracy
90.3
Domain Adaptation
ImageCLEF-DA
DFA-SAFN
https://arxiv.org/abs/2006.12770v5
Accuracy
90.2
Domain Adaptation
ImageCLEF-DA
DADA
https://arxiv.org/abs/2001.00153v1
Accuracy
89.3
Domain Adaptation
ImageCLEF-DA
DFA-ENT
https://arxiv.org/abs/2006.12770v5
Accuracy
89.1
Domain Adaptation
ImageCLEF-DA
MEDM
https://arxiv.org/abs/2002.01690v1
Accuracy
88.9
Domain Adaptation
ImageCLEF-DA
IAFN+ENT
https://arxiv.org/abs/1811.07456v2
Accuracy
88.9
Domain Adaptation
ImageCLEF-DA
DDA
https://arxiv.org/abs/1909.08531v1
Accuracy
88.9
Domain Adaptation
ImageCLEF-DA
ASAN
https://link.springer.com/chapter/10.1007/978-3-030-69535-4_28
Accuracy
88.6
Domain Adaptation
ImageCLEF-DA
CADA-P
https://arxiv.org/abs/1906.03502v2
Accuracy
88.3
Domain Adaptation
ImageCLEF-DA
EasyTL
http://arxiv.org/abs/1904.01376v2
Accuracy
88.2
Domain Adaptation
ImageCLEF-DA
rRevGrad+CAT
https://arxiv.org/abs/1903.09980v2
Accuracy
80.7
Domain Adaptation
ImageCLEF-DA
IDDA (Alexnet)
http://arxiv.org/abs/1904.01341v1
Accuracy
80.6
Domain Adaptation
ImageCLEF-DA
CAADA
https://arxiv.org/abs/1911.12983v1
Accuracy
80.2
Domain Adaptation
ImageCLEF-DA
DAN
http://arxiv.org/abs/1502.02791v2
Accuracy
76.9
Domain Adaptation
SYNTHIA-to-FoggyCityscapes
FogAdapt+
https://arxiv.org/abs/2201.02588v3
mIoU
45.2
Domain Adaptation
Canon RAW Low Light
FSDA-LL Sony -> Canon
https://arxiv.org/abs/2303.15528v1
PSNR
33.22
Domain Adaptation
Canon RAW Low Light
FSDA-LL Sony -> Canon
https://arxiv.org/abs/2303.15528v1
SSIM
0.896
Domain Adaptation
Comic2k
DDT
https://arxiv.org/abs/2506.04211v1
mAP
50.2
Domain Adaptation
Comic2k
MILA
https://arxiv.org/abs/2309.01086v1
mAP
44.6
Domain Adaptation
PACS
SSGEN
https://arxiv.org/abs/2202.08045v1
Accuracy
88.09
Domain Adaptation
GTAV to Cityscapes+Mapillary
Rein
https://arxiv.org/abs/2312.04265v5
mIoU
63.3
Domain Adaptation
GTAV to Cityscapes+Mapillary
DDB
https://arxiv.org/abs/2209.07695v3
mIoU
58.6
Domain Adaptation
GTAV to Cityscapes+Mapillary
ADAS
https://arxiv.org/abs/2203.06811v1
mIoU
47.5
Domain Adaptation
GTAV to Cityscapes+Mapillary
CCL
https://arxiv.org/abs/2106.03418v1
mIoU
46.8
Domain Adaptation
VIPER-to-Cityscapes
STPL
https://arxiv.org/abs/2303.14361v1
mIoU
52.5
Domain Adaptation
UCF-to-HMDBsmall
TA3N
https://arxiv.org/abs/1905.10861v5
Accuracy
99.33
Domain Adaptation
UCF-to-HMDBsmall
TemPooling + RevGrad
http://arxiv.org/abs/1409.7495v2
Accuracy
99.33
Domain Adaptation
UCF-to-HMDBsmall
W. Sultani et al.
http://openaccess.thecvf.com/content_cvpr_2014/html/Sultani_Human_Action_Recognition_2014_CVPR_paper.html
Accuracy
68.70
Domain Adaptation
Office-Home
SWG
https://arxiv.org/abs/2312.04066v4
Accuracy
92.3
Domain Adaptation
Office-Home
RCL
https://arxiv.org/abs/2405.18376v1
Accuracy
90.0
Domain Adaptation
Office-Home
PGA (ViT-L/14)
https://arxiv.org/abs/2406.09353v3
Accuracy
89.4
Domain Adaptation
Office-Home
PMTrans
https://arxiv.org/abs/2303.13434v2
Accuracy
89.0
Domain Adaptation
Office-Home
CMKD
https://ieeexplore.ieee.org/document/10505301
Accuracy
89.0
Domain Adaptation
Office-Home
MIC
https://arxiv.org/abs/2212.01322v2
Accuracy
86.2
Domain Adaptation
Office-Home
PGA (ViT-B/16)
https://arxiv.org/abs/2406.09353v3
Accuracy
85.1
Domain Adaptation
Office-Home
ELS
https://arxiv.org/abs/2302.00194v1
Accuracy
84.6
Domain Adaptation
Office-Home
SDAT (ViT-B/16)
https://arxiv.org/abs/2206.08213v1
Accuracy
84.3
Domain Adaptation
Office-Home
CDTrans (DeiT-B)
https://arxiv.org/abs/2109.06165v4
Accuracy
80.5
Domain Adaptation
Office-Home
PGA (RN50)
https://arxiv.org/abs/2406.09353v3
Accuracy
75.8
Domain Adaptation
Office-Home
PCL
https://arxiv.org/abs/2111.06021v5
Accuracy
74.5
Domain Adaptation
Office-Home
EvoADA
https://arxiv.org/abs/2103.13561v1
Accuracy
73.9
Domain Adaptation
Office-Home
GSDE
https://arxiv.org/abs/2311.09599v1
Accuracy
73.6
Domain Adaptation
Office-Home
CoVi
https://arxiv.org/abs/2111.13353v3
Accuracy
73.1
Domain Adaptation
Office-Home
FixBi
https://arxiv.org/abs/2011.09230v2
Accuracy
72.7
Domain Adaptation
Office-Home
MCC+NWD
https://arxiv.org/abs/2204.03838v1
Accuracy
72.6
Domain Adaptation
Office-Home
SENTRY (ResNet50)
https://arxiv.org/abs/2012.11460v2
Accuracy
72.2
Domain Adaptation
Office-Home
SHOT
https://arxiv.org/abs/2002.08546v6
Accuracy
71.8
Domain Adaptation
Office-Home
CPGA
https://arxiv.org/abs/2106.15326v1
Accuracy
71.6
Domain Adaptation
Office-Home
BIWAA
https://openaccess.thecvf.com/content/WACV2023/html/Westfechtel_Backprop_Induced_Feature_Weighting_for_Adversarial_Domain_Adaptation_With_Iterative_WACV_2023_paper.html
Accuracy
71.5
Domain Adaptation
Office-Home
SPL
https://arxiv.org/abs/1911.07982v1
Accuracy
71
Domain Adaptation
Office-Home
CADA
https://arxiv.org/abs/1906.03502v2
Accuracy
70.2
Domain Adaptation
Office-Home
DAOD
https://arxiv.org/abs/1907.08375v2
Accuracy
69.8
Domain Adaptation
Office-Home
MEDM
https://arxiv.org/abs/2002.01690v1
Accuracy
69.5
Domain Adaptation
Office-Home
ASAN
https://link.springer.com/chapter/10.1007/978-3-030-69535-4_28
Accuracy
68.6
Domain Adaptation
Office-Home
MEDA (ResNet50)
https://arxiv.org/abs/1909.08531v1
Accuracy
67.6
Domain Adaptation
Office-Home
IDDA
http://arxiv.org/abs/1904.01341v1
Accuracy
49.46
Domain Adaptation
Office-Home
CAADA
https://arxiv.org/abs/1911.12983v1
Accuracy
48.19
Domain Adaptation
UCF-to-HMDBfull
UNITE
https://arxiv.org/abs/2312.02914v4
Accuracy
95.0
Domain Adaptation
UCF-to-HMDBfull
TA3N
https://arxiv.org/abs/1905.10861v5
Accuracy
78.33
Domain Adaptation
UCF-to-HMDBfull
JAN
http://arxiv.org/abs/1605.06636v2
Accuracy
74.72
Domain Adaptation
UCF-to-HMDBfull
RevGrad
http://arxiv.org/abs/1409.7495v2
Accuracy
74.44
Domain Adaptation
UCF-to-HMDBfull
MCD
http://arxiv.org/abs/1712.02560v4
Accuracy
73.89
Domain Adaptation
Panoptic SYNTHIA-to-Cityscapes
MC-PanDA
https://arxiv.org/abs/2407.14110v1
mPQ
47.4
Domain Adaptation
Panoptic SYNTHIA-to-Cityscapes
EDAPS
https://arxiv.org/abs/2304.14291v2
mPQ
41.2
Domain Adaptation
Panoptic SYNTHIA-to-Cityscapes
UniDAformer
https://arxiv.org/abs/2206.15083v2
mPQ
33.0
Domain Adaptation
Panoptic SYNTHIA-to-Cityscapes
CVRN
https://arxiv.org/abs/2103.02584v1
mPQ
32.1
Domain Adaptation
Panoptic SYNTHIA-to-Cityscapes
ADVENT
http://arxiv.org/abs/1811.12833v2
mPQ
28.1
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
MIC
https://arxiv.org/abs/2212.01322v2
mIoU
75.9
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
HRDA + PiPa
https://arxiv.org/abs/2211.07609v1
mIoU
75.6
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
CLUDA+HRDA
https://arxiv.org/abs/2208.14227v2
mIoU
74.4
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
HRDA
https://arxiv.org/abs/2204.13132v2
mIoU
73.8
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
DAFormer + PiPa
https://arxiv.org/abs/2211.07609v1
mIoU
71.7
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
DIDA
https://arxiv.org/abs/2307.07972v2
mIoU
71.0
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
SePiCo
https://arxiv.org/abs/2204.08808v2
mIoU
70.3
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
CAMix (w DAFormer)
https://arxiv.org/abs/2108.03557v3
mIoU
70.0
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
DAFormer + ProCST
https://arxiv.org/abs/2204.11891v2
mIoU
69.4
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
DAFormer
https://arxiv.org/abs/2111.14887v2
mIoU
68.3
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
TransDA-B
https://arxiv.org/abs/2203.07988v1
mIoU
63.9
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
BiSMAP (ResNet 101)
https://arxiv.org/abs/2204.07730v2
mIoU
61.2
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
G2L
https://www.sciencedirect.com/science/article/pii/S1877050922012170
mIoU
59.7
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
FAFS
https://ieeexplore.ieee.org/document/9888149
mIoU
58.8
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
Re-EnD-UDA
https://arxiv.org/abs/2104.14203v1
mIoU
57.98
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
CAMix (w Deeplabv2 ResNet 101)
https://arxiv.org/abs/2108.03557v3
mIoU
55.2
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
Uncertainty + Adaboost
https://arxiv.org/abs/2103.15685v3
mIoU
50.9
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
Uncertainty
https://arxiv.org/abs/2003.03773v3
mIoU
50.3
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
BiMaL
https://arxiv.org/abs/2108.03267v1
mIoU
47.3
Domain Adaptation > Unsupervised Domain Adaptation
GTAV-to-Cityscapes Labels
MRNet
https://arxiv.org/abs/1912.11164v3
mIoU
45.5
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
mAP
45.2
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
rank-1
72.2
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
rank-5
82.9
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CORE-ReID
https://www.mdpi.com/2674-113X/3/2/12
rank-10
86.3
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CCTSE
https://arxiv.org/abs/2103.11520v3
mAP
34.5
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CCTSE
https://arxiv.org/abs/2103.11520v3
rank-1
63.9
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CCTSE
https://arxiv.org/abs/2103.11520v3
rank-5
75.3
Domain Adaptation > Unsupervised Domain Adaptation
Duke to MSMT
CCTSE
https://arxiv.org/abs/2103.11520v3
rank-10
79.6