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

Domain Generalization research benchmarks – Page 5 · SOTA2 Research

Domain Generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

20Total Communication Rounds

6

Feb 26, 2026

VLCS Target domains

67Accuracy (L)

6

Feb 26, 2026

PACS ResNet50 backbone (test)

92.2Acc (Art Painting)

6

Feb 26, 2026

CivilComments Wilds (test)

92.2Average Accuracy

6

Feb 26, 2026

CivilComments Wilds (val)

92.3Average Accuracy

6

Feb 26, 2026

OGB-MolPCBA (test)

27.2Avg Accuracy

6

Feb 26, 2026

OGB-MolPCBA (val)

27.8Average Accuracy

6

Feb 26, 2026

CSIDA (Atheros NICs) User shift

86.54Accuracy

5

Mar 16, 2026

CSIDA Atheros NICs Location shift

88.07Accuracy

5

Mar 16, 2026

CSIDA Atheros NICs Room shift

87.46Accuracy

5

Mar 16, 2026

SpuCoAnimal (test)

84.34Avg Accuracy

5

Feb 26, 2026

TerraIncognita (TI) Standard (OOD)

55.43Accuracy

5

Feb 26, 2026

RxRx1 Wilds (test)

29.9Accuracy

5

Feb 26, 2026

RxRx1 Wilds (test id)

35.9Acc

5

Feb 26, 2026

RxRx1 Wilds (val)

0.194Acc

5

Feb 26, 2026

Geo-YFCC (test)

23.5Top-1 Acc

5

Feb 26, 2026

Geo-YFCC (train)

28.4Top-1 Acc

5

Feb 26, 2026

DomainNet 40% Asymmetric Noise (test)

52.8ID Accuracy

4

Feb 26, 2026

TerraIncognita 40% Asymmetric Noise (test)

58.7ID Score

4

Feb 26, 2026

TerraIncognita 20% Asymmetric Noise (test)

78.2ID Score

4

Feb 26, 2026

OfficeHome 40% Asymmetric Noise (test)

69.3ID

4

Feb 26, 2026

OfficeHome 20% Asymmetric Noise (test)

81.4ID Accuracy

4

Feb 26, 2026

Camelyon17 OOD (test)

Sparse and Shared Feature Activations

74.1Accuracy

4

Feb 26, 2026

Camelyon17 OOD (val)

Sparse and Shared Feature Activations

89.9Accuracy

4

Feb 26, 2026

Camelyon17 ID (val)

95.4Accuracy

4

Feb 26, 2026

Page 5 of 6

Popular datasets

PACS OfficeHome ImageNet DomainBed DomainNet

Follow for updates

Join SOTA2 Contact