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Mobility Prediction on MAO

0.2426M@1ALOHA
0.1254960.1558980.18630.216702May 26, 2025

Evaluation results

MethodLinks
ALOHABase Model=STHGCN2025.050.24260.3510.36110.39620.4205
ALOHABase Model=MCLP2025.050.2290.34030.35110.38690.4128
STHGCNVariant=Vanilla2025.050.22810.34060.35220.38690.4143
STHGCNPlugin=BLV2025.050.22620.33920.35040.38620.4128
STHGCNPlugin=Focal Loss2025.050.22480.33560.3470.38310.4103
ALOHABase Model=Graph-Flashback2025.050.21820.33440.34560.38380.4106
STHGCNPlugin=Logit Adjustment2025.050.21730.32250.33210.36760.3904
MCLPVariant=Vanilla2025.050.21630.32850.34060.37440.4036
MCLPPlugin=BLV2025.050.21260.32280.33570.36750.3984
LoTNext2025.050.20980.31180.32380.35550.384
Graph-FlashbackVariant=Vanilla2025.050.20930.31750.33150.36310.3967
Graph-FlashbackPlugin=BLV2025.050.20930.31960.33380.36570.3994
MCLPPlugin=Focal Loss2025.050.20880.3250.33580.37260.3983
MCLPPlugin=Logit Adjustment2025.050.20230.30790.31980.3520.3804
STHGCNPlugin=Class-Balanced Loss2025.050.20130.30310.31250.3470.3693
MCLPPlugin=IB Loss2025.050.20040.28630.29420.32140.3395
Graph-FlashbackPlugin=Focal Loss2025.050.19620.31070.32490.35880.3923
STHGCNPlugin=IB Loss2025.050.19620.30120.3110.34460.368
MCLPPlugin=Class-Balanced Loss2025.050.19570.29810.30970.34190.3696
MELT2025.050.1940.31110.32210.36160.3877
Graph-FlashbackPlugin=Logit Adjustment2025.050.18820.28790.29980.33110.3598
Graph-FlashbackPlugin=Class-Balanced Loss2025.050.18580.28240.29510.32430.3548
Graph-FlashbackPlugin=IB Loss2025.050.18160.27930.29170.32180.3514
ALOHABase Model=Diff-POI2025.050.16940.23430.2420.26130.28
Diff-POIVariant=Vanilla2025.050.14550.21480.2230.24390.2638
Diff-POIPlugin=IB Loss2025.050.1450.1790.18270.19270.2015
Diff-POIPlugin=BLV2025.050.14270.21380.22260.24290.264
Diff-POIPlugin=Focal Loss2025.050.13940.21050.21870.24080.2609
Diff-POIPlugin=Logit Adjustment2025.050.13140.19820.20730.22730.249
Diff-POIPlugin=Class-Balanced Loss2025.050.130.19670.20370.22520.2416