List your company
ResearchFormerly WizWand

Link Prediction on Wikipedia (inductive)

99.04APCoDCL
65.96874.55483.1491.726Sep 29, 2022May 7, 2023Dec 14, 2023Jul 22, 2024Feb 27, 2025Oct 6, 2025May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoDCLBackbone Architecture=FreeDyG, Evaluation Protocol=CoDCL2026.0199.04
DiffDyGNegative Sampling Strategy=Random2026.0598.97
TIDFormerNegative Sampling Strategy=Random2026.0598.93
FreeDyGBackbone Architecture=FreeDyG, Evaluation Protocol=Backbone2026.0198.91
RepeatMixerNegative Sampling Strategy=Random2026.0598.7
CoDCLBackbone Architecture=DyGFormer, Evaluation Protocol=CoDCL2026.0198.66
DyGFormerBackbone Architecture=DyGFormer, Evaluation Protocol=Backbone2026.0198.59
CoDCLBackbone Architecture=CorDGT, Evaluation Protocol=CoDCL2026.0198.56
CAWsetting=inductive2022.0998.52
CorDGTBackbone Architecture=CorDGT, Evaluation Protocol=Backbone2026.0198.48
PINTsetting=inductive, relative positional features=true2022.0998.38
CNENNegative Sampling Strategy=Random2026.0598.37
DyGFormerNegative Sampling Strategy=Random2026.0598.36
CAWNEvaluation Protocol=Baseline2026.0198.24
CAWNNegative Sampling Strategy=Random2026.0598.24
TGNEvaluation Protocol=Baseline2026.0197.83
TGNNegative Sampling Strategy=Random2026.0597.83
TGN-Attsetting=inductive2022.0997.81
PINTsetting=inductive, relative positional features=false2022.0997.81
GraphMixerEvaluation Protocol=Baseline2026.0196.65
GraphMixerNegative Sampling Strategy=Random2026.0596.65
TCLEvaluation Protocol=Baseline2026.0196.22
TGATNegative Sampling Strategy=Random2026.0596.22
TCLNegative Sampling Strategy=Random2026.0596.22
JODIEEvaluation Protocol=Baseline2026.0194.82
TGATsetting=inductive2022.0993.99
Jodiesetting=inductive2022.0993.11
DyRepEvaluation Protocol=Baseline2026.0192.43
DyRepsetting=inductive2022.0992.05
GATsetting=inductive2022.0991.27
GraphSAGEsetting=inductive2022.0991.09
GraphMixerNegative Sampling Strategy=Historical2026.0587.6
GraphMixerNegative Sampling Strategy=Inductive2026.0587.6
DiffDyGNegative Sampling Strategy=Historical2026.0585.67
DiffDyGNegative Sampling Strategy=Inductive2026.0585.67
TIDFormerNegative Sampling Strategy=Historical2026.0584.99
TIDFormerNegative Sampling Strategy=Inductive2026.0584.99
TGATNegative Sampling Strategy=Historical2026.0584.17
TGATNegative Sampling Strategy=Inductive2026.0584.17
RepeatMixerNegative Sampling Strategy=Historical2026.0584.11
RepeatMixerNegative Sampling Strategy=Inductive2026.0584.1
TCLNegative Sampling Strategy=Historical2026.0582.2
TCLNegative Sampling Strategy=Inductive2026.0582.2
TGNNegative Sampling Strategy=Inductive2026.0581.77
TGNNegative Sampling Strategy=Historical2026.0581.76
DyGFormerNegative Sampling Strategy=Historical2026.0571.42
DyGFormerNegative Sampling Strategy=Inductive2026.0571.42
CNENNegative Sampling Strategy=Inductive2026.0570.73
CNENNegative Sampling Strategy=Historical2026.0570.7
CAWNNegative Sampling Strategy=Historical2026.0567.27
CAWNNegative Sampling Strategy=Inductive2026.0567.24