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Papers Benchmarks Datasets Tasks

Graph Retrieval research benchmarks · SOTA2 Research

Graph Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.8MAP

45

Feb 26, 2026

84.7MAP

45

Feb 26, 2026

90.2MAP

19

Feb 26, 2026

90.2MAP

17

Feb 26, 2026

90.2MAP

17

Feb 26, 2026

0.875MAP

17

Feb 26, 2026

1MRR

15

Feb 26, 2026

1MRR

15

Feb 26, 2026

1MRR

15

Feb 26, 2026

100MRR

15

Feb 26, 2026

Mutag 25% (test)

98.3MRR

15

Feb 26, 2026

MR 25% split (test)

90.2MAP

13

Feb 26, 2026

MM 25% split (test)

90.2MAP

13

Feb 26, 2026

FR 25% split (test)

87.5MAP

13

Feb 26, 2026

FM 25% split (test)

90.2MAP

13

Feb 26, 2026

Mutag 25% split (test)

85.8MAP

13

Feb 26, 2026

AIDS 25% (test)

84.7MAP

13

Feb 26, 2026

Graph Retrieval Dataset (100 query / 800 corpus graphs) (test)

0.027Training Time (s)

10

Feb 26, 2026

0.803MRR

6

Apr 1, 2026

0.806MRR

6

Apr 1, 2026

0.844MRR

6

Apr 1, 2026

UMLS manual concept sets M

98Recall

5

Feb 26, 2026

LV systolic dysfunction concept set (Manual val)

55Manual CUIs Count

1

Feb 26, 2026

Poor mobility concept set (manual val)

92Manual CUI Count

1

Feb 26, 2026

Ischaemic stroke concept set (manual val)

130CUIs Manual Count

1

Feb 26, 2026

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