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ResearchFormerly WizWand

Link Prediction on MOOC (inductive)

97.97AUC-ROCEVP
47.207660.386373.56586.7437Nov 18, 2024Feb 16, 2025May 18, 2025Aug 16, 2025Nov 15, 2025Feb 13, 2026May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EVP2025.1097.97
DiffDyGNegative Sampling Strategy=Random2026.0595.4
GRNNegative sampling strategy=random2024.1191.82
DiffDyGNegative Sampling Strategy=Historical2026.0582.79
DiffDyGNegative Sampling Strategy=Inductive2026.0582.79
TGNNegative sampling strategy=random2024.1176.07
TGATNegative sampling strategy=random2024.1176.05
JODIENegative sampling strategy=random2024.1175.66
TCLNegative sampling strategy=random2024.1171.98
GraphMixerNegative sampling strategy=random2024.1170
DyGPrompt2025.1069.77
DyRepNegative sampling strategy=random2024.1167.86
CAWNNegative sampling strategy=random2024.1165.62
DyGFormerNegative sampling strategy=random2024.1165.56
TIGPrompt2025.1064.98
TREND2025.1057.52
ProG2025.1056.42
DDGCL2025.1055.18
TGN2025.1054.62
GAT-ROLAND2025.1054.01
CPDG2025.1053.58
TGAT2025.1051.42
GraphMixer2025.1051.16
GraphPrompt2025.1050.27
GCN-ROLAND2025.1049.16