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Link-property prediction on tgbl-coin v2 (test)

0.832MRRTPNet
0.74880.77040.7920.8136May 31, 2026

Evaluation results

MethodLinks
TPNetMotif Augmentation=False2026.050.832
+ Motifs (TPNet)Motif Augmentation=True2026.050.832
+ Motifs (DyGFormer)Motif Augmentation=True2026.050.819
HyperEventMotif Augmentation=False2026.050.773
+ Motifs (HyperEvent)Motif Augmentation=True2026.050.772
+ Motifs (TNCN)Motif Augmentation=True2026.050.772
TNCNMotif Augmentation=False2026.050.762
DyGFormerMotif Augmentation=False2026.050.752