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ResearchFormerly WizWand

Dynamic Node Classification on MOOC standard (test)

0.8332AUCSiST-GNN
0.4859440.5760970.666250.756403Oct 30, 2022Jun 4, 2023Jan 7, 2024Aug 11, 2024Mar 16, 2025Oct 19, 2025May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SiST-GNNTemporal graph type=DTDG2026.050.8332
DyG2VecEvaluation Setting=Transductive2022.100.785
EvolveGCN-HTemporal graph type=DTDG2026.050.6792
EvolveGCN-OTemporal graph type=DTDG2026.050.6782
TGNEvaluation Setting=Transductive2022.100.674
TGATEvaluation Setting=Transductive2022.100.673
JODIEEvaluation Setting=Transductive2022.100.672
TRENDTemporal graph type=DTDG2026.050.6679
DyrepEvaluation Setting=Transductive2022.100.661
DyREPTemporal graph type=CTDG2026.050.6561
APANTemporal graph type=CTDG2026.050.6412
GraphMixerTemporal graph type=DTDG2026.050.6372
TGATTemporal graph type=CTDG2026.050.6311
JODIETemporal graph type=CTDG2026.050.6099
TGNTemporal graph type=CTDG2026.050.5386
TGNTemporal graph type=DTDG2026.050.5033
ROLANDTemporal graph type=DTDG2026.050.4993