Graph Edit Distance Approximation on PTC MR (test)
2.06RMSEGREED
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GREEDLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 2.06 | 0.711 | 0.881 | |
| EGSCLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 2.52 | 0.782 | 0.931 | |
| GEDANLearning paradigm=Supervised, Cost configuration=Configuration 2, lambda=02025.08 | 2.85 | 0.77 | 0.917 | |
| GRAPHEDXXORLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 3.12 | 0.694 | 0.833 | |
| GREEDSupervision Protocol=S, Cost Configuration=42025.08 | 3.25 | 0.696 | 0.858 | |
| GEDANLearning paradigm=Unsupervised, Cost configuration=Configuration 2, lambda=12025.08 | 3.44 | 0.742 | 0.897 | |
| SimGNNLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 4.08 | 0.755 | 0.915 | |
| APPROXIMATED GEDLearning paradigm=Unsupervised, Cost configuration=Configuration 22025.08 | 4.42 | 0.661 | 0.829 | |
| EGSCSupervision Protocol=S, Cost Configuration=42025.08 | 4.89 | 0.709 | 0.88 | |
| ERICLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 4.94 | 0.763 | 0.911 | |
| EUGENELearning paradigm=Unsupervised, Cost configuration=Configuration 22025.08 | 5.14 | 0.709 | 0.848 | |
| GRAPHEDXXORSupervision Protocol=S, Cost Configuration=42025.08 | 5.25 | 0.666 | 0.861 | |
| GEDANSupervision Protocol=S, Cost Configuration=4, λ=02025.08 | 5.27 | 0.681 | 0.856 | |
| GEDANSupervision Protocol=U, Cost Configuration=4, λ=12025.08 | 5.75 | 0.638 | 0.831 | |
| ERICSupervision Protocol=S, Cost Configuration=42025.08 | 5.81 | 0.652 | 0.815 | |
| SimGNNSupervision Protocol=S, Cost Configuration=42025.08 | 7.11 | 0.658 | 0.825 | |
| EUGENESupervision Protocol=U, Cost Configuration=42025.08 | 9.54 | 0.622 | 0.796 | |
| APPROXIMATED GEDSupervision Protocol=U, Cost Configuration=42025.08 | 10.96 | 0.29 | 0.35 |