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Unsupervised Domain Adaptation

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하위 태스크: 1
평가표: 49
보존된 평가 기록: 393

Unsupervised Domain Adaptation is a learning framework to transfer knowledge learned from source domains with a large number of annotated training examples to target domains with unlabeled data only.

Source: Domain-Specific Batch Normalization for Unsupervised Domain Adaptation

평가 결과

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Duke to Market

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 26건

Market to Duke

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 25건

SYNTHIA-to-Cityscapes

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 23건

Cityscapes to Foggy Cityscapes

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 22건

GTAV-to-Cityscapes Labels

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 20건

Office-Home

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 20건

Market to MSMT

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 17건

ImageNet-C

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 16건

VehicleID to VeRi-776

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 14건

Duke to MSMT

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 13건

SIM10K to Cityscapes

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 13건

Veri-776 to VehicleID Large

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 13건

Veri-776 to VehicleID Medium

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 13건

VisDA2017

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 13건

CUHK03 to Market

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 9건

VehicleID to VERI-Wild Large

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 9건

VehicleID to VERI-Wild Medium

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 9건

VehicleID to VERI-Wild Small

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 9건

ImageNet-R

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 8건

Market to CUHK03

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 8건

Veri-776 to VehicleID Small

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 8건

CUHK03 to MSMT

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 7건

CFC-DAOD

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 6건

HMDB-UCF

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 6건

UCF-HMDB

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 6건

EPIC-KITCHENS-100

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 5건

Jester (Gesture Recognition)

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 5건

Office-31

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 5건

Office-Home (RS-UT imbalance)

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 5건

BDD100k to Cityscapes

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 4건

Cityscapes-to-OxfordCar

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 4건

DomainNet

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 4건

virtual KITTI to KITTI (MDE)

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 4건

PACS

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 3건

SIM10K to BDD100K

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 3건

Kitti to Cityscapes

원본 태스크: Domain Adaptation / Unsupervised Domain Adaptation

평가 기록 2건

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