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Papers Benchmarks Datasets Tasks

Relational inference research benchmarks · SOTA2 Research

Relational inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

79.21Graph Accuracy

10

Feb 26, 2026

Social Navigation environment

81.38Graph Accuracy

10

Feb 26, 2026

Competitive Dynamics CMN WS50 low-data

96.12AUC

7

Apr 15, 2026

Competitive Dynamics CMN ER50 low-data

77.47AUC

7

Apr 15, 2026

Competitive Dynamics CMN BA50 low-data

86.56AUC (%)

7

Apr 15, 2026

Friedkin-Johnsen (FJ) WS50 low-data

100AUC

7

Apr 15, 2026

Friedkin-Johnsen (FJ) ER50 low-data

96.26AUC

7

Apr 15, 2026

Friedkin-Johnsen (FJ) BA50 low-data

94.74AUC

7

Apr 15, 2026

Kuramoto (KURA) WS50 low-data

99.98AUC

7

Apr 15, 2026

Kuramoto (KURA) ER50 low-data

91.1AUC

7

Apr 15, 2026

Kuramoto (KURA) BA50 low-data

96.06AUC

7

Apr 15, 2026

Spring (SPR) WS50 low-data

95.78AUC

7

Apr 15, 2026

Spring (SPR) ER50 (low-data)

99.39AUC

7

Apr 15, 2026

Spring (SPR) BA50 low-data

99.28AUC

7

Apr 15, 2026

Diffusion WS50 low-data

98.21AUC

7

Apr 15, 2026

Diffusion ER50 low-data

81.72AUC

7

Apr 15, 2026

Diffusion (DIFF) BA50 low-data

91.98AUC

7

Apr 15, 2026

Michaelis-Menten (MM) WS50 low-data

91.23AUC

7

Apr 15, 2026

Michaelis-Menten (MM) ER50 low-data

73.21AUC

7

Apr 15, 2026

Michaelis-Menten (MM) BA50 low-data

72.89AUC

7

Apr 15, 2026

99.05AUC

7

Apr 15, 2026

93.23AUC

7

Apr 15, 2026

99.75AUC

7

Apr 15, 2026

Friedkin-Johnsen (FJ) WS-50

100AUC

7

Apr 15, 2026

Friedkin-Johnsen (FJ) on BA-50

99.98AUC

7

Apr 15, 2026

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Kuramoto Diffusion Michaelis-Menten Spring Springs

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