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ResearchFormerly WizWand

Graph Edit Distance Approximation on AIDS (test)

2.92RMSEGREED
2.65684.43346.217.9866Aug 5, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GREEDLearning paradigm=Supervised, Cost configuration=Configuration 22025.082.920.3340.571
GREEDSupervision Protocol=S, Cost Configuration=42025.083.060.4840.698
EGSCLearning paradigm=Supervised, Cost configuration=Configuration 22025.083.360.5120.696
GEDANLearning paradigm=Supervised, Cost configuration=Configuration 2, lambda=02025.083.520.5110.721
GEDANLearning paradigm=Unsupervised, Cost configuration=Configuration 2, lambda=12025.083.910.4820.698
GRAPHEDXXORSupervision Protocol=S, Cost Configuration=42025.084.650.6050.835
GRAPHEDXXORLearning paradigm=Supervised, Cost configuration=Configuration 22025.084.870.5570.745
GEDANSupervision Protocol=S, Cost Configuration=4, λ=02025.085.170.4790.718
EGSCSupervision Protocol=S, Cost Configuration=42025.085.210.4740.651
ERICLearning paradigm=Supervised, Cost configuration=Configuration 22025.085.250.5450.763
EUGENELearning paradigm=Unsupervised, Cost configuration=Configuration 22025.085.390.5140.691
GEDANSupervision Protocol=U, Cost Configuration=4, λ=12025.085.770.4320.675
SimGNNLearning paradigm=Supervised, Cost configuration=Configuration 22025.085.820.5910.81
ERICSupervision Protocol=S, Cost Configuration=42025.086.170.5070.728
APPROXIMATED GEDLearning paradigm=Unsupervised, Cost configuration=Configuration 22025.086.290.3660.532
SimGNNSupervision Protocol=S, Cost Configuration=42025.087.050.5250.755
APPROXIMATED GEDSupervision Protocol=U, Cost Configuration=42025.088.220.1810.269
EUGENESupervision Protocol=U, Cost Configuration=42025.089.50.4490.659