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ResearchFormerly WizWand

Mobility Prediction on KLP Foursquare Gowalla (test)

20.65M@1ALOHA
5.81969.669813.5217.3702May 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ALOHABackbone=STHGCN2025.0520.6528.3629.4631.6334.31
ALOHABackbone=Graph-Flashback2025.0520.4528.0729.2331.3134.14
ALOHABackbone=MCLP2025.0519.9327.1528.2930.1632.95
STHGCNBackbone=STHGCN2025.0519.6127.0828.2630.2533.12
BLVBackbone=STHGCN2025.0519.3727.4428.5830.9233.67
BLVBackbone=MCLP2025.0518.8526.2727.2529.4631.86
BLVBackbone=Graph-Flashback2025.0518.8126.827.9630.2733.05
LoTNextStrategy=Base2025.0518.6125.1425.9927.9530.03
FocalBackbone=Graph-Flashback2025.0518.5326.327.5329.5732.52
MCLPBackbone=MCLP2025.0518.3325.9427.0329.0931.74
FocalBackbone=STHGCN2025.0518.2926.0227.1929.2732.07
Graph-FlashbackBackbone=Graph-Flashback2025.0517.2925.9127.0329.532.21
FocalBackbone=MCLP2025.0517.1325.0826.1628.330.94
CBBackbone=MCLP2025.0515.5422.3723.3625.2327.63
LABackbone=MCLP2025.0515.5422.5823.6225.4728
IBBackbone=MCLP2025.0515.3421.7122.4724.3926.26
LABackbone=Graph-Flashback2025.0515.2222.1923.2125.1627.64
CBBackbone=Graph-Flashback2025.0515.0221.4722.624.3227
ALOHABackbone=Diff-POI2025.0514.119.5320.221.7623.41
CBBackbone=STHGCN2025.0513.4620.0621.0122.8525.15
IBBackbone=Graph-Flashback2025.0513.1819.3620.3421.9824.35
Diff-POIBackbone=Diff-POI2025.0512.517.6218.4319.7321.7
FocalBackbone=Diff-POI2025.0512.4217.9418.7520.2122.14
LABackbone=STHGCN2025.0511.9819.4220.6722.6425.63
BLVBackbone=Diff-POI2025.0511.9417.0717.8519.221.09
IBBackbone=Diff-POI2025.0511.6613.7814.0114.6615.22
MELTStrategy=Base2025.0511.3919.6220.7223.1425.73
CBBackbone=Diff-POI2025.0510.7816.0516.518.1419.22
LABackbone=Diff-POI2025.059.9815.1115.5917.2318.41
IBBackbone=STHGCN2025.056.3910.5611.2712.4514.14