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ResearchFormerly WizWand

Node Classification on CoraML (Accuracy)

81.83AccuracyS2-DiGCL
-2.9398819.06768541.0752563.082815Oct 18, 2025Nov 2, 2025Nov 18, 2025Dec 4, 2025Dec 19, 2025Jan 4, 2026Jan 20, 2026
Updated 4mo ago

Evaluation results

MethodLinks
S2-DiGCLSupervision Type=Unsupervised2025.1081.83
GCNSupervision Type=Supervised2025.1080.9
GCASupervision Type=Unsupervised2025.1080.39
GATSupervision Type=Supervised2025.1080.17
MagNetSupervision Type=Supervised2025.1079.41
UGCLSupervision Type=Unsupervised2025.1078.66
GRACESupervision Type=Unsupervised2025.1078.34
DiGCNSupervision Type=Supervised2025.1077.94
DiGCLSupervision Type=Unsupervised2025.1077.83
RAW-GNNSupervision Type=Supervised2025.1076.51
GraphCLSupervision Type=Unsupervised2025.1074.93
DGISupervision Type=Unsupervised2025.1072.55
SPGCL2026.010.9032
GraphSAGE2026.010.8998
GAT2026.010.8614
DropEdge2026.010.8581
Pro-GNN2026.010.8548
GCN2026.010.8013
Geom-GCN2026.010.7679
LDS2026.010.7162
SGC2026.010.3205