Graph Retrieval on Graph Retrieval Dataset (100 query / 800 corpus graphs) (test)
0.027Training Time (s)NeuroMatch
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NeuroMatchHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.027 | 6.532 | |
| GENHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.037 | 5.937 | |
| IsoNetHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.069 | 13.956 | |
| SimGNNHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.073 | 24.671 | |
| LMCCSHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.074 | 13.776 | |
| LMCESHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.109 | 28.129 | |
| GraphSimHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.125 | 23.284 | |
| XMCSHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.159 | 31.101 | |
| GOTSimHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.259 | 72.59 | |
| GMNHardware=Nvidia TITAN X (Pascal), Training Batch Size=1282022.10 | 0.426 | 99.542 |