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Node Classification on Blogcatalog 70% edge reduction level

0.9524AccuracySUBLIME+InGSL
0.7044640.7688320.83320.897568May 16, 2026

Evaluation results

MethodLinks
SUBLIME+InGSLEdge Reduction Level=70%2026.050.9524
RWGSL+InGSLEdge Reduction Level=70%2026.050.9242
SUBLIMEEdge Reduction Level=70%2026.050.9219
IDGL+InGSLEdge Reduction Level=70%2026.050.9179
IDGLEdge Reduction Level=70%2026.050.8877
PROSE+InGSLEdge Reduction Level=70%2026.050.7651
GRCN+InGSLEdge Reduction Level=70%2026.050.763
PROSEEdge Reduction Level=70%2026.050.7521
RWGSLEdge Reduction Level=70%2026.050.7445
UnGSL+InGSLEdge Reduction Level=70%2026.050.736
UnGSLEdge Reduction Level=70%2026.050.7243
GRCNEdge Reduction Level=70%2026.050.714