Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

DomainNet dataset and benchmarks – Page 11 · SOTA2 Research

Research Datasets

DomainNet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Class Discovery and Domain Generalization

DomainNet (test)

0.703Accuracy (All)

3

Joint Multi-Task Learning

DomainNet

78.91Real Accuracy

3

Binary Classification

DomainNet sketch

0.944Rank Correlation (ρ)

2

Rank correlation between domain similarity and representation similarity

DomainNet (test)

0.895Spearman's rho

2

Federated Learning

DomainNet

—Primary metric

0

Page 11 of 11

Popular tasks

Image Classification Unsupervised Cross-domain Image Retrieval Universal Cross-Domain Retrieval Domain Adaptation Domain-incremental learning

Follow for updates

Join SOTA2 Contact