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Papers Benchmarks Datasets Tasks

Temporal Graph Explanation research benchmarks · SOTA2 Research

Temporal Graph Explanation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TGNNSHAP (Feature)

-0.049Fidelity

16

Apr 28, 2026

84.4Recall-chain

9

Jun 26, 2026

0.098Pruning Score

8

Jun 26, 2026

87.4Precision

8

Jun 26, 2026

TGNNSHAP (Feature)

-0.057Fidelity

8

May 20, 2026

-0.13Fidelity

8

May 20, 2026

-23.008Fidelity

8

Apr 28, 2026

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