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Papers Benchmarks Datasets Tasks

BREC dataset and benchmarks · SOTA2 Research

Research Datasets

BREC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph Expressivity

BREC

60Basic Expressivity Score

26

Graph Expressivity Evaluation

BREC Regular

138Number

20

Graph Expressivity

BREC v1 (Total)

298Number

15

Graph Expressivity

BREC CFI Graphs v1

60Number

15

Graph Expressivity

BREC Extension Graphs v1

100Number

15

Graph Expressivity

BREC Basic Graphs v1

60Number

15

Graph Isomorphism Testing

BREC

60Basic Score

14

Graph Distinguishability

BREC 1.0 (test)

60Basic Score

10

Distinguishing non-isomorphic graphs

BREC

100Metric 4

9

Graph Isomorphism Testing

BREC (test)

99.8Accuracy

7

Expressivity Evaluation

BREC

67.5Accuracy

6

Graph Expressivity Evaluation

BREC Basic

60Count

5

Popular tasks

Graph Expressivity Graph Isomorphism Testing Graph Expressivity Evaluation Graph Distinguishability Expressivity Evaluation

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