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ResearchFormerly WizWand

Graph Edit Distance Approximation on MUTAG (test)

2.47RMSEEGSC
2.13044.42276.7159.0073Aug 5, 2025
Updated 8mo ago

Evaluation results

MethodLinks
EGSCLearning paradigm=Supervised, Cost configuration=Configuration 22025.082.470.6040.808
EGSCSupervision Protocol=S, Cost Configuration=42025.083.270.6720.863
GEDANLearning paradigm=Supervised, Cost configuration=Configuration 2, lambda=02025.083.360.5870.829
GRAPHEDXXORLearning paradigm=Supervised, Cost configuration=Configuration 22025.083.850.5740.759
GRAPHEDXXORSupervision Protocol=S, Cost Configuration=42025.084.440.6240.838
GREEDLearning paradigm=Supervised, Cost configuration=Configuration 22025.084.480.5850.676
GREEDSupervision Protocol=S, Cost Configuration=42025.084.770.5960.648
GEDANSupervision Protocol=S, Cost Configuration=4, λ=02025.084.820.5990.825
ERICSupervision Protocol=S, Cost Configuration=42025.085.540.5810.652
ERICLearning paradigm=Supervised, Cost configuration=Configuration 22025.085.780.5880.831
SimGNNLearning paradigm=Supervised, Cost configuration=Configuration 22025.086.020.6310.821
SimGNNSupervision Protocol=S, Cost Configuration=42025.086.310.6410.833
GEDANLearning paradigm=Unsupervised, Cost configuration=Configuration 2, lambda=12025.086.340.5950.813
EUGENELearning paradigm=Unsupervised, Cost configuration=Configuration 22025.087.020.4020.588
GEDANSupervision Protocol=U, Cost Configuration=4, λ=12025.087.50.6040.827
APPROXIMATED GEDLearning paradigm=Unsupervised, Cost configuration=Configuration 22025.088.010.4420.589
APPROXIMATED GEDSupervision Protocol=U, Cost Configuration=42025.089.240.2780.416
EUGENESupervision Protocol=U, Cost Configuration=42025.0810.960.4670.671