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

Graph Classification research benchmarks – Page 15 · SOTA2 Research

Graph Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

27.46Accuracy

13

May 26, 2026

21.27Accuracy

13

May 26, 2026

52.23Accuracy

13

May 26, 2026

65.42Accuracy

13

May 26, 2026

DHFR 10-fold CV

82Accuracy

13

Jun 11, 2026

COX2 (10-fold CV)

81.4Accuracy

13

Jun 11, 2026

Mutagenicity Node Shift, M0→M3

62.7Accuracy

13

Apr 6, 2026

Mutagenicity Node Shift, M0→M1

63.8Accuracy

13

Apr 6, 2026

PTC-MR discrete attributes (10-fold nested-cross val)

64.12Accuracy

13

Feb 26, 2026

MUTAG discrete attributes (10-fold nested-cross val)

91.4Accuracy

13

Feb 26, 2026

Molclintox scaffold split

89.52ROC AUC

13

Feb 26, 2026

Molclintox (size split)

0.938ROC-AUC

13

Feb 26, 2026

Moltoxcast scaffold split

0.658ROC AUC

13

Feb 26, 2026

Moltoxcast size split

66.25ROC-AUC

13

Feb 26, 2026

Moltox21 scaffold split

0.761ROC AUC

13

Feb 26, 2026

Moltox21 size split

0.757ROC-AUC

13

Feb 26, 2026

Molsider (scaffold split)

0.613ROC AUC

13

Feb 26, 2026

Molsider (size split)

0.575ROC AUC

13

Feb 26, 2026

IMDB-B TU (unsupervised)

74Accuracy

13

Feb 26, 2026

Twitter GraphOOD (test)

59.33Accuracy

13

Feb 26, 2026

SST2 GraphOOD (test)

83.52Accuracy

13

Feb 26, 2026

CMNIST GraphOOD (test)

52.17Accuracy

13

Feb 26, 2026

Motif OOD GraphOOD (test)

77.43Accuracy

13

Feb 26, 2026

Motif GraphOOD (test)

77.96Accuracy

13

Feb 26, 2026

SUMotif bias = 0.9 (test)

78.15Accuracy

13

Feb 26, 2026

Page 15 of 30

Popular datasets

DD IMDB PROTEINS FRANKENSTEIN NCI1

Follow for updates

Join SOTA2 Contact