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Papers Benchmarks Datasets Tasks

Future edge prediction research benchmarks · SOTA2 Research

Future edge prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

REDDIT DyGLib (inductive)

FREEDYG + FLASH

98.5AP

75

Jul 7, 2026

UCI (inductive)

FREEDYG + FLASH

95.11AP

50

Jul 7, 2026

Enron (inductive)

FREEDYG + FLASH

87.38AP

49

Jul 7, 2026

UCI DyGLib (transductive)

96.43AP

25

Jul 7, 2026

Social Evo DyGLib (transductive)

93.97AP

25

Jul 7, 2026

LastFM DyGLib (transductive)

88.95AP

25

Jul 7, 2026

Reddit transductive DyGLib

99AP

25

Jul 7, 2026

Wikipedia DyGLib (transductive)

99.11AP

25

Jul 7, 2026

WIKIPEDIA DyGLib (inductive)

FreeDyG + FLASH

98.59AP

25

Jul 7, 2026

UCI DyGLib (inductive)

FREEDYG + FLASH

0.935ROC-AUC

25

Jul 7, 2026

SOCIAL EVO DyGLib (inductive)

DYGFORMER + FLASH

94.36ROC-AUC

25

Jul 7, 2026

Enron DyGLib (transductive)

91.66AP

24

Jul 7, 2026

MOOC DyGLib (transductive)

90.79AP

24

Jul 7, 2026

ENRON DyGLib (inductive)

FREEDYG + FLASH

87.78ROC-AUC

24

Jul 7, 2026

MOOC DyGLib (inductive)

91.7ROC-AUC

24

Jul 7, 2026

Popular datasets

ENRON UCI Wikipedia Reddit MOOC

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