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Next POI recommendation on NYC

0.2451ND@1Mag-Mamba
0.126020.1569350.187850.218765Feb 10, 2026Feb 28, 2026Mar 19, 2026Apr 7, 2026Apr 25, 2026May 14, 2026Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Mag-Mamba2026.020.24510.38230.41490.3603
MeRabackbone=GETNext2026.060.24250.38250.41470.359
MCLP2026.020.24040.36740.39730.3507
MCLP2026.060.24040.36740.39730.3507
MeRabackbone=LSTM2026.060.23950.3790.41050.3565
GeoMamba'25year=20252026.060.23770.37860.40120.3566
MTNet2026.020.23460.36890.40130.3522
LSTM*reproduced=true2026.060.2320.3580.3880.342
HVGAE2026.020.22710.36510.39820.347
HVGAE2026.060.22710.36510.39820.347
GETNext2026.020.22440.37360.40460.3472
GETNext2026.060.22440.37360.40460.3472
HMambafullparameters=full2026.060.22040.36790.40310.3465
AGRAN2026.020.22020.36380.37920.3343
AGRAN2026.060.22020.36380.37920.3343
ROTAN2026.020.21920.36520.39440.3468
HMST2026.020.21380.37470.40630.3482
HMST2026.060.21380.37470.40630.3482
GeoMamba2026.020.19880.33920.35060.3246
GeoMamba'24year=20242026.060.19880.33920.35060.3246
HMambahalfparameters=half2026.060.18960.34530.37670.3222
HME2026.020.16190.28060.32260.2787
HME2026.060.16190.28060.32260.2787
PLSPL2026.020.16010.30480.33360.2849
PLSPL2026.060.16010.30480.33360.2849
LSTM2026.020.13060.23360.25850.2259