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ResearchFormerly WizWand

Graph Edit Distance Approximation on PTC MR (test)

2.06RMSEGREED
1.7044.1076.518.913Aug 5, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GREEDLearning paradigm=Supervised, Cost configuration=Configuration 22025.082.060.7110.881
EGSCLearning paradigm=Supervised, Cost configuration=Configuration 22025.082.520.7820.931
GEDANLearning paradigm=Supervised, Cost configuration=Configuration 2, lambda=02025.082.850.770.917
GRAPHEDXXORLearning paradigm=Supervised, Cost configuration=Configuration 22025.083.120.6940.833
GREEDSupervision Protocol=S, Cost Configuration=42025.083.250.6960.858
GEDANLearning paradigm=Unsupervised, Cost configuration=Configuration 2, lambda=12025.083.440.7420.897
SimGNNLearning paradigm=Supervised, Cost configuration=Configuration 22025.084.080.7550.915
APPROXIMATED GEDLearning paradigm=Unsupervised, Cost configuration=Configuration 22025.084.420.6610.829
EGSCSupervision Protocol=S, Cost Configuration=42025.084.890.7090.88
ERICLearning paradigm=Supervised, Cost configuration=Configuration 22025.084.940.7630.911
EUGENELearning paradigm=Unsupervised, Cost configuration=Configuration 22025.085.140.7090.848
GRAPHEDXXORSupervision Protocol=S, Cost Configuration=42025.085.250.6660.861
GEDANSupervision Protocol=S, Cost Configuration=4, λ=02025.085.270.6810.856
GEDANSupervision Protocol=U, Cost Configuration=4, λ=12025.085.750.6380.831
ERICSupervision Protocol=S, Cost Configuration=42025.085.810.6520.815
SimGNNSupervision Protocol=S, Cost Configuration=42025.087.110.6580.825
EUGENESupervision Protocol=U, Cost Configuration=42025.089.540.6220.796
APPROXIMATED GEDSupervision Protocol=U, Cost Configuration=42025.0810.960.290.35