Graph Edit Distance Approximation on MUTAG (test)
2.47RMSEEGSC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EGSCLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 2.47 | 0.604 | 0.808 | |
| EGSCSupervision Protocol=S, Cost Configuration=42025.08 | 3.27 | 0.672 | 0.863 | |
| GEDANLearning paradigm=Supervised, Cost configuration=Configuration 2, lambda=02025.08 | 3.36 | 0.587 | 0.829 | |
| GRAPHEDXXORLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 3.85 | 0.574 | 0.759 | |
| GRAPHEDXXORSupervision Protocol=S, Cost Configuration=42025.08 | 4.44 | 0.624 | 0.838 | |
| GREEDLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 4.48 | 0.585 | 0.676 | |
| GREEDSupervision Protocol=S, Cost Configuration=42025.08 | 4.77 | 0.596 | 0.648 | |
| GEDANSupervision Protocol=S, Cost Configuration=4, λ=02025.08 | 4.82 | 0.599 | 0.825 | |
| ERICSupervision Protocol=S, Cost Configuration=42025.08 | 5.54 | 0.581 | 0.652 | |
| ERICLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 5.78 | 0.588 | 0.831 | |
| SimGNNLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 6.02 | 0.631 | 0.821 | |
| SimGNNSupervision Protocol=S, Cost Configuration=42025.08 | 6.31 | 0.641 | 0.833 | |
| GEDANLearning paradigm=Unsupervised, Cost configuration=Configuration 2, lambda=12025.08 | 6.34 | 0.595 | 0.813 | |
| EUGENELearning paradigm=Unsupervised, Cost configuration=Configuration 22025.08 | 7.02 | 0.402 | 0.588 | |
| GEDANSupervision Protocol=U, Cost Configuration=4, λ=12025.08 | 7.5 | 0.604 | 0.827 | |
| APPROXIMATED GEDLearning paradigm=Unsupervised, Cost configuration=Configuration 22025.08 | 8.01 | 0.442 | 0.589 | |
| APPROXIMATED GEDSupervision Protocol=U, Cost Configuration=42025.08 | 9.24 | 0.278 | 0.416 | |
| EUGENESupervision Protocol=U, Cost Configuration=42025.08 | 10.96 | 0.467 | 0.671 |