Unsupervised Domain Adaptation
Benchmark List
All benchmarks related to this task
clonedperson
Best model: SpCL
Metrics
View Details
cfc-daod
Best model: ALDI++ (ResNet50-FPN)
Metrics
View Details
cityscapes-to-foggy-cityscapes
Best model: ILLUME
Metrics
View Details
cityscapes-to-oxfordcar
Best model: Uncertainty + Adaboost
Metrics
View Details
domainnet
Best model: SAMB
Metrics
View Details
gta5-to-cityscapes-1
Best model: CLUDA+HRDA
Metrics
View Details
gtav-to-cityscapes-labels
Best model: CLUDA+HRDA
Metrics
View Details
imagenet-a
Best model: EfficientNet-L2 NoisyStudent + RPL
Metrics
View Details
imagenet-c
Best model: EfficientNet-L2+RPL
Metrics
View Details
jester-gesture-recognition
Best model: TranSVAE
Metrics
View Details
kitti-to-cityscapes
Best model: ViSGA
Metrics
View Details
market-to-duke
Best model: CCTSE
Metrics
View Details
market-to-cuhk03
Best model: CORE-ReID
Metrics
View Details
mscoco-to-flir-adas
Best model: SGADA
Metrics
View Details
office-31
Best model: Implicit Alignment (with MDD)
Metrics
View Details
office-home
Best model: PMTrans
Metrics
View Details
office-home-rs-ut-imbalance
Best model: Implicit Alignment (with MDD)
Metrics
View Details
ood-cv
Best model: UGT
Metrics
View Details
pacs
Best model: CoVi
Metrics
View Details
pascal-voc-to-clipart1k
Best model: ILLUME
Metrics
View Details
portraits-over-time
Best model: Gradual Self-Training (Small Conv)
Metrics
View Details
presil-to-kitti
Best model: PointDAN
Metrics
View Details
sim10k-to-bdd100k
Best model: CDN
Metrics
View Details
sim10k-to-cityscapes
Best model: ALDI++ (ResNet50-FPN, 1024px)
Metrics
View Details
synthia-to-cityscapes
Best model: MIC+CSI
Metrics
View Details
uda-ch
Best model: DA-RetinaNet
Metrics
View Details
virtual-kitti-to-kitti-mde
Best model: CoReg
Metrics
View Details
visda-2017
Best model: TransAdapter
Metrics
View Details
visda2017
Best model: TransAdapter
Metrics
View Details
bdd100k-to-cityscapes
Metrics
View Details
cuhk03-to-msmt
Metrics
View Details
cuhk03-to-market
Metrics
View Details
duke-to-market
Metrics
View Details
duke-to-msmt
Metrics
View Details
epic-kitchens-100
Metrics
View Details
fhist
Metrics
View Details
gta5-synscapes-urbansyn-to-cityscapes
Metrics
View Details
hmdb-ucf
Metrics
View Details
imagenet-r
Metrics
View Details
market-to-msmt
Metrics
View Details
ucf-hmdb
Metrics
View Details