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Next POI recommendation on TKY

0.2417ND@1Mag-Mamba
0.1057720.1410610.176350.211639Feb 10, 2026Feb 28, 2026Mar 19, 2026Apr 7, 2026Apr 25, 2026May 14, 2026Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Mag-Mamba2026.020.24170.36020.38890.3455
GeoMamba'25year=20252026.060.21570.34020.36860.3209
MTNet2026.020.21070.33450.36120.3191
MeRabackbone=GETNext2026.060.1980.34280.3720.3268
HVGAE2026.020.19770.31670.34550.318
HVGAE2026.060.19770.31670.34550.318
HMambahalfparameters=half2026.060.19450.32950.36030.3118
MeRabackbone=LSTM2026.060.19420.31980.35050.3052
HMST2026.020.19250.33250.3690.3257
HMST2026.060.19250.33250.3690.3257
GeoMamba2026.020.18510.29530.32050.2858
GeoMamba'24year=20242026.060.18510.29530.32050.2858
HMambafullparameters=full2026.060.18280.33410.36730.3127
ROTAN2026.020.18220.31650.34670.3186
GETNext2026.020.17670.30720.32970.2934
GETNext2026.060.17670.30720.32970.2934
AGRAN2026.020.17550.29890.32610.2879
AGRAN2026.060.17550.29890.32610.2879
LSTM*reproduced=true2026.060.17150.27610.30060.2637
MCLP2026.020.16620.3110.34150.3199
MCLP2026.060.16620.3110.34150.3199
HME2026.020.15350.26370.29240.2366
HME2026.060.15350.26370.29240.2366
PLSPL2026.020.14950.28310.31430.2642
PLSPL2026.060.14950.28310.31430.2642
LSTM2026.020.1110.22330.24960.1952