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ResearchFormerly WizWand

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

0.546RMSE (spd)MagLap-Multi-q
0.47740.940451.40351.86655Jul 30, 2024
Updated 7mo ago

Evaluation results

MethodLinks
MagLap-Multi-qPE processing=SPE2024.070.5461.10.074
MagLap-1q (best q)PE processing=SPE2024.071.5331.4930.132
MagLap-1q (q=0.1)PE processing=SPE2024.071.621.5470.133
MagLap-Multi-qPE processing=Naive2024.071.7081.6610.257
MagLap-1q (q=0.1)PE processing=Naive2024.071.8261.760.311
MagLap-Multi-qPE processing=SignNet2024.071.9061.7840.377
MagLap-1q (q=0.1)PE processing=SignNet2024.072.0481.8810.413
LapPE processing=SignNet2024.072.0641.90.518
LapPE processing=SPE2024.072.0661.920.452
LapPE processing=Naive2024.072.0681.8980.48
SVDPE processing=Naive2024.072.1961.9820.519
SVDPE processing=SignNet2024.072.2291.9960.541
SVDPE processing=SPE2024.072.2612.1220.755