Graph Edit Distance Approximation on AIDS (test)
2.92RMSEGREED
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GREEDLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 2.92 | 0.334 | 0.571 | |
| GREEDSupervision Protocol=S, Cost Configuration=42025.08 | 3.06 | 0.484 | 0.698 | |
| EGSCLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 3.36 | 0.512 | 0.696 | |
| GEDANLearning paradigm=Supervised, Cost configuration=Configuration 2, lambda=02025.08 | 3.52 | 0.511 | 0.721 | |
| GEDANLearning paradigm=Unsupervised, Cost configuration=Configuration 2, lambda=12025.08 | 3.91 | 0.482 | 0.698 | |
| GRAPHEDXXORSupervision Protocol=S, Cost Configuration=42025.08 | 4.65 | 0.605 | 0.835 | |
| GRAPHEDXXORLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 4.87 | 0.557 | 0.745 | |
| GEDANSupervision Protocol=S, Cost Configuration=4, λ=02025.08 | 5.17 | 0.479 | 0.718 | |
| EGSCSupervision Protocol=S, Cost Configuration=42025.08 | 5.21 | 0.474 | 0.651 | |
| ERICLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 5.25 | 0.545 | 0.763 | |
| EUGENELearning paradigm=Unsupervised, Cost configuration=Configuration 22025.08 | 5.39 | 0.514 | 0.691 | |
| GEDANSupervision Protocol=U, Cost Configuration=4, λ=12025.08 | 5.77 | 0.432 | 0.675 | |
| SimGNNLearning paradigm=Supervised, Cost configuration=Configuration 22025.08 | 5.82 | 0.591 | 0.81 | |
| ERICSupervision Protocol=S, Cost Configuration=42025.08 | 6.17 | 0.507 | 0.728 | |
| APPROXIMATED GEDLearning paradigm=Unsupervised, Cost configuration=Configuration 22025.08 | 6.29 | 0.366 | 0.532 | |
| SimGNNSupervision Protocol=S, Cost Configuration=42025.08 | 7.05 | 0.525 | 0.755 | |
| APPROXIMATED GEDSupervision Protocol=U, Cost Configuration=42025.08 | 8.22 | 0.181 | 0.269 | |
| EUGENESupervision Protocol=U, Cost Configuration=42025.08 | 9.5 | 0.449 | 0.659 |