ResearchBenchmarksTemporal Link Prediction on UCI transductiveFollow98.68AUC-ROCTGFormer75.07281.20187.3393.459May 24, 2026Evaluation ResultsMethodMethodLinksAUC-ROCTGFormerNegative Sampling Stra...Negative Sampling Strategy=Random2026.0598.68TGFormerNegative Sampling Stra...Negative Sampling Strategy=Historical2026.0583.8TGFormerNegative Sampling Stra...Negative Sampling Strategy=Inductive2026.0575.98