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Dynamic Link Prediction on Social Evo. Continuous-time (Inductive)

98.9AUC-ROCCTDG-SSM
79.067284.216189.36594.5139Jun 3, 2026

Evaluation results

MethodLinks
CTDG-SSMNegative Sampling Scheme=INS2026.0698.9
CTDG-SSMNegative Sampling Scheme=RNS2026.0698.6
DyGmambaNegative Sampling Scheme=INS2026.0696.65
TCLNegative Sampling Scheme=INS2026.0695.5
DyGFormerNegative Sampling Scheme=INS2026.0694.97
GraphMixerNegative Sampling Scheme=INS2026.0693.88
DyGmambaNegative Sampling Scheme=RNS2026.0693.13
DyGFormerNegative Sampling Scheme=RNS2026.0693.05
TCLNegative Sampling Scheme=RNS2026.0692.51
TGATNegative Sampling Scheme=INS2026.0692.37
GraphMixerNegative Sampling Scheme=RNS2026.0691.89
JODIENegative Sampling Scheme=RNS2026.0691.72
TGNNegative Sampling Scheme=INS2026.0691.66
TGATNegative Sampling Scheme=RNS2026.0691.47
TGNNegative Sampling Scheme=RNS2026.0690.74
DyRepNegative Sampling Scheme=RNS2026.0689.1
JODIENegative Sampling Scheme=INS2026.0688.98
DyRepNegative Sampling Scheme=INS2026.0686.43
CAWNNegative Sampling Scheme=INS2026.0683.84
CAWNNegative Sampling Scheme=RNS2026.0679.83