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Graph Explanation Fidelity research benchmarks · SOTA2 Research

Graph Explanation Fidelity

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97Fidelity

64

Jun 4, 2026

0FidD

3

Mar 18, 2026

9.61FidD

3

Mar 18, 2026

Mutagenicity (test)

81.36Fidelity Distance (FidD)

3

Mar 18, 2026

0.14Time

3

Mar 18, 2026

BAMultiShapes (test)

31.09Fidelity Distance (FidD)

3

Mar 18, 2026

Popular datasets

IMDB NCI1 MUTAGENICITY BBBP MAG

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