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ResearchFormerly WizWand

Graph Retrieval on FR (test)

0.875MAPIsoNet++
0.319640.463820.6080.75218Oct 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
IsoNet++Aggregation strategy=multi-round, Graph representation level=Edge2025.100.8750.769
IsoNet++Aggregation strategy=multi-round, Graph representation level=Node2025.100.8550.737
IsoNet++Aggregation strategy=multi-layer, Graph representation level=Edge2025.100.8120.67
IsoNet++Aggregation strategy=multi-layer, Graph representation level=Node2025.100.8020.657
multi-round IsoNet++ (Edge)Training Dataset=AIDS2025.100.799—
IsoNetGraph representation level=Edge2025.100.7220.538
IsoNetGraph representation level=Node2025.100.680.475
GMN2025.100.6620.45
multi-round IsoNet++ (Node)Training Dataset=Mutag2025.100.626—
EGSC2025.100.6070.382
GEN2025.100.5750.368
Neuromatch2025.100.5590.35
GREED2025.100.5120.287
GraphSim2025.100.4230.227
H2MN2025.100.4120.189
GOTSim2025.100.3730.166
SimGNN2025.100.3410.155