List your company
ResearchFormerly WizWand

Dynamic Link Prediction on Enron (transductive)

0.9813AUC-ROCPRISM
0.582460.6860050.789550.893095May 7, 2026May 11, 2026May 16, 2026May 20, 2026May 25, 2026May 29, 2026Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PRISMEvaluation Setting=transductive2026.050.9813
DyGFormerEvaluation Setting=transductive2026.050.9779
CAWNEvaluation Setting=transductive2026.050.974
JODIEEvaluation Setting=transductive2026.050.9731
TGFormerNegative Sampling Strategy=Random2026.050.9713
MoMentEvaluation Setting=transductive2026.050.9696
TGATEvaluation Setting=transductive2026.050.9681
TCLEvaluation Setting=transductive2026.050.9618
CTDG-SSMNegative Sampling Scheme=HNS2026.060.9586
CTDG-SSMNegative Sampling Scheme=INS2026.060.958
GraphMixerEvaluation Setting=transductive2026.050.9567
CTDG-SSMNegative Sampling Scheme=RNS2026.060.9498
CTDG-SSMSetup=Transductive, Negative Sampling Strategy=random2026.060.9498
DyGmambaNegative Sampling Scheme=RNS2026.060.9334
DyGmambaSetup=Transductive, Negative Sampling Strategy=random2026.060.9334
DyGFormerNegative Sampling Scheme=RNS2026.060.932
DyGFormerSetup=Transductive, Negative Sampling Strategy=random2026.060.932
DyRepEvaluation Setting=transductive2026.050.9274
CAWNNegative Sampling Scheme=RNS2026.060.9034
CAWNSetup=Transductive, Negative Sampling Strategy=random2026.060.9034
TGNNegative Sampling Scheme=RNS2026.060.8872
TGNSetup=Transductive, Negative Sampling Strategy=random2026.060.8872
JODIENegative Sampling Scheme=RNS2026.060.8777
JODIESetup=Transductive, Negative Sampling Strategy=random2026.060.8777
CTANNegative Sampling Scheme=RNS2026.060.8709
CTANSetup=Transductive, Negative Sampling Strategy=random2026.060.8709
GraphMixerNegative Sampling Scheme=RNS2026.060.8416
GraphMixerSetup=Transductive, Negative Sampling Strategy=random2026.060.8416
TCLNegative Sampling Scheme=RNS2026.060.8333
TCLSetup=Transductive, Negative Sampling Strategy=random2026.060.8333
DyRepNegative Sampling Scheme=RNS2026.060.8309
DyRepSetup=Transductive, Negative Sampling Strategy=random2026.060.8309
CTANNegative Sampling Scheme=HNS2026.060.8195
TGFormerNegative Sampling Strategy=Inductive2026.050.8119
TGFormerNegative Sampling Strategy=Historical2026.050.8059
DyGmambaNegative Sampling Scheme=HNS2026.060.7773
DyGFormerNegative Sampling Scheme=HNS2026.060.7735
TGNNegative Sampling Scheme=HNS2026.060.7675
DyRepNegative Sampling Scheme=HNS2026.060.7636
DyGmambaNegative Sampling Scheme=INS2026.060.7547
CTANNegative Sampling Scheme=INS2026.060.754
CAWNNegative Sampling Scheme=INS2026.060.7529
JODIENegative Sampling Scheme=HNS2026.060.7521
GraphMixerNegative Sampling Scheme=HNS2026.060.7482
DyGFormerNegative Sampling Scheme=INS2026.060.7467
TGNNegative Sampling Scheme=INS2026.060.7322
TCLNegative Sampling Scheme=HNS2026.060.7172
JODIENegative Sampling Scheme=INS2026.060.7075
GraphMixerNegative Sampling Scheme=INS2026.060.7072
TCLNegative Sampling Scheme=INS2026.060.6974
TGATNegative Sampling Scheme=RNS2026.060.6857
TGATSetup=Transductive, Negative Sampling Strategy=random2026.060.6857
DyRepNegative Sampling Scheme=INS2026.060.6737
CAWNNegative Sampling Scheme=HNS2026.060.6562
TGATNegative Sampling Scheme=HNS2026.060.6236
TGATNegative Sampling Scheme=INS2026.060.5978