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ResearchFormerly WizWand

Human mobility prediction on YJMob100K HuMob Challenge 2023

35.4GEO-BLEUMoBERTs3/F/M/E
26.0428.4730.933.33Sep 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MoBERTs3/F/M/Esemantics (k)=3, feature interaction module=enabled, multi-task learning=enabled, entropy-driven curriculum learning=enabled2025.0935.426.15
LP-BERTrank=1st2025.0934.429.96
MoBERTs3/F/Msemantics (k)=3, feature interaction module=enabled, multi-task learning=enabled2025.0933.528.16
MOBBrank=3rd2025.0932.738.65
GeoFormerrank=2nd2025.0931.626.22
MoBERTs3/Fsemantics (k)=3, feature interaction module=enabled2025.0930.728.93
MoBERTs3semantics (k)=32025.0928.729.11
MoBERTs7semantics (k)=72025.0928.428.98
MoBERTarchitecture=baseline2025.0926.430.06