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Federated Graph Classification research benchmarks · SOTA2 Research

Federated Graph Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IMDB-BINARY non-IID (test)

5.7Average Gain

16

Feb 26, 2026

COLLAB non-IID (test)

7.48Average Gain

16

Feb 26, 2026

PROTEINS non-IID (test)

5.12Average Gain

16

Feb 26, 2026

NCI-1 non-IID (test)

6.05Average Gain

16

Feb 26, 2026

IMDB-BINARY (test)

3.02Average Gain

16

Feb 26, 2026

2.93Average Gain

16

Feb 26, 2026

PROTEINS (test)

4.45Average Gain

16

Feb 26, 2026

3.65Average Gain

16

Feb 26, 2026

Mix across-domain setting

3Communication Rounds

8

Feb 26, 2026

Social across-dataset setting

3Communication Rounds

8

Feb 26, 2026

MUTAG single-dataset setting

3Communication Rounds

8

Feb 26, 2026

Popular datasets

IMDB PROTEINS COLLAB NCI-1 MUTAG

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