List your company
ResearchFormerly WizWand

Node Classification on Directed SBM (DSBM) n=600, 3 classes (test)

99.3Test AccuracyMag-Exact-MLP
28.37246.78665.283.614Jul 8, 2026
Updated 3mo ago

Evaluation results

MethodLinks
Mag-Exact-MLPOracle=true, Solver=Exact, Family=MLP2026.0799.30.06
Mag-Krylov-HeatOperator=Mag, Solver=Krylov, Family=Heat2026.0798.80.12
Mag-Krylov-MLPOperator=Mag, Solver=Krylov, Family=MLP2026.0798.40.12
Mag-Exact-HROracle=true, Solver=Exact, Family=HR2026.0798.20.06
Mag-Krylov-HROperator=Mag, Solver=Krylov, Family=HR2026.0797.60.12
Mag-Krylov-ChebOperator=Mag, Solver=Krylov, Family=Cheb2026.0783.20.12
Mag-PEImplementation=eigvecs, Operator=Magnetic2026.0751.16.5
Sym-Krylov-HRq=0, Solver=Krylov, Family=HR2026.0734.50.04
Mag-Exact-FreeOracle=LLPE oracle, Solver=Exact, Family=Free2026.0734.30.06
RWSEImplementation=sym. walks, Operator=Symmetrized random walks2026.0733.40.21
Sym-Krylov-Chebq=0, Solver=Krylov, Family=Cheb2026.07330.04
LapPEImplementation=sym. eigvecs, Operator=Symmetrized Laplacian2026.0732.62.04
Random probesPE variant=Random probes2026.0731.90
Sym-Krylov-MLPq=0, Solver=Krylov, Family=MLP2026.0731.10.04