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ResearchFormerly WizWand

Node-pair distance prediction on Directed Acyclic Graph (test)

0.016Shortest Path Distance (RMSE)MagLap-Multi-q
-0.012440.179530.37150.56347Jul 30, 2024
Updated 7mo ago

Evaluation results

MethodLinks
MagLap-Multi-qPE processing=SPE2024.070.0160.1850.002
MagLap-1q (q=0.1)PE processing=SPE2024.070.1240.4330.043
MagLap-1q (best q)PE processing=SPE2024.070.1240.4320.04
MagLap-Multi-qPE processing=Naive2024.070.3530.5350.188
LapPE processing=SPE2024.070.3550.6550.326
MagLap-1q (q=0.1)PE processing=Naive2024.070.3660.5930.241
MagLap-Multi-qPE processing=SignNet2024.070.4730.5790.28
LapPE processing=Naive2024.070.4880.7270.37
LapPE processing=SignNet2024.070.5370.7710.437
MagLap-1q (q=0.1)PE processing=SignNet2024.070.5540.6990.268
SVDPE processing=Naive2024.070.6490.8530.721
SVDPE processing=SignNet2024.070.6730.8720.443
SVDPE processing=SPE2024.070.7270.9120.721