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Next POI recommendation on CA

0.1595ND@1Mag-Mamba
0.0834760.1032130.122950.142687Feb 10, 2026Feb 28, 2026Mar 19, 2026Apr 7, 2026Apr 25, 2026May 14, 2026Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Mag-Mamba2026.020.15950.25280.27610.2462
MeRabackbone=GETNext2026.060.15620.25610.2810.2459
MeRabackbone=LSTM2026.060.1460.2310.25610.2247
HMambahalfparameters=half2026.060.14230.23810.26480.2317
MTNet2026.020.14010.23460.26170.2387
HVGAE2026.020.13910.23250.26580.2367
HVGAE2026.060.13910.23250.26580.2367
GeoMamba'25year=20252026.060.13880.24850.27540.2373
HMambafullparameters=full2026.060.13660.25010.27920.2421
HMST2026.020.13560.23250.2680.23
HMST2026.060.13560.23250.2680.23
ROTAN2026.020.13450.21730.25640.2256
GETNext2026.020.13420.21880.24680.2121
GETNext2026.060.13420.21880.24680.2121
AGRAN2026.020.13290.21210.23310.2043
AGRAN2026.060.13290.21210.23310.2043
MCLP2026.020.13240.19140.21210.1895
MCLP2026.060.13240.19140.21210.1895
GeoMamba2026.020.12560.20290.22150.1962
GeoMamba'24year=20242026.060.12560.20290.22150.1962
HME2026.020.11810.18860.22320.1945
HME2026.060.11810.18860.22320.1945
LSTM*reproduced=true2026.060.11430.18190.20050.1775
PLSPL2026.020.10840.17590.20290.1678
PLSPL2026.060.10840.17590.20290.1678
LSTM2026.020.08640.14590.17110.1554