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Link Prediction on Can. Parl.

94.49APDyGFormer
52.401263.328174.25585.1819Nov 18, 2024Feb 17, 2025May 19, 2025Aug 18, 2025Nov 17, 2025Feb 16, 2026May 19, 2026

Evaluation results

MethodLinks
DyGFormerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1194.49
GRNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1191.91
ST-TGExplainer2026.0590.25
TGIB2026.0587.07
GraphMixer2026.0577.04
DyGFormer2026.0576.3
GraphMixerEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1175.37
JODIEEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1173.18
FreeDyG2026.0572.22
TGN2026.0570.88
TGAT2026.0570.73
CAWN2026.0569.82
JODIE2026.0569.26
TGNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1168.84
CAWNEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1167.67
TGATEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1167.51
DyRepEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1167.08
TCLEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1166.04
EdgeBankEvaluation Mode=Transductive, Sampling Strategy=random negative sampling2024.1164.55
DyRep2026.0554.02