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Papers Benchmarks Datasets Tasks

Graph Question Answering research benchmarks · SOTA2 Research

Graph Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

93.86Accuracy

43

Jun 5, 2026

SceneGraphs (test)

TopoRAG w/ LoRA

87.68Accuracy

13

Feb 26, 2026

ExplaGraphs (test)

TopoRAG w/ LoRA

91.51Accuracy

13

Feb 26, 2026

GRBENCH Legal 1.0 (test)

30.52R-L Score

10

Feb 26, 2026

GRBENCH Healthcare 1.0 (test)

22.33R-L Score

10

Feb 26, 2026

GRBENCH Literature 1.0 (test)

41.59R-L Score

10

Feb 26, 2026

GRBENCH E-commerce 1.0 (test)

42.4R-L

10

Feb 26, 2026

GRBENCH Academic 1.0 (test)

31.89R-L

10

Feb 26, 2026

GraphQA ExplaGraphs, SceneGraphs, WebQSP

90.07Expla Graphs Score

8

May 19, 2026

Popular datasets

GRBENCH ExplaGraphs SceneGraphs GraphQA

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