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Benchmarks
Human mobility prediction on Saopaulo (test)
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23
Top-1 Accuracy
LLM-Move
3.76
8.755
13.75
18.745
Apr 19, 2026
Top-1 Accuracy
Top-5 Accuracy
NDCG@5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Top-5 Accuracy
NDCG@5
LLM-Move
base_llm=GPT-4o-mini,...
2026.04
23
37.5
0.321
AgentMove
base_llm=GPT-4o-mini,...
2026.04
21.5
37
0.296
ARMove
base_llm=GPT-4o-mini,...
2026.04
20
39
0.3
LSTPM
training_mode=supervised
2026.04
19
36.5
0.281
STHGCN
training_mode=supervised
2026.04
17.5
39.8
0.299
GETNext
training_mode=supervised
2026.04
16.5
39.8
0.299
DeepMove
training_mode=supervised
2026.04
15
31
0.236
LLM-ZS
base_llm=GPT-4o-mini,...
2026.04
15
35.5
0.257
LLM-Mob
base_llm=GPT-4o-mini,...
2026.04
11.5
27.5
0.2
RNN
training_mode=supervised
2026.04
9.5
23
0.169
FPMC
training_mode=supervised
2026.04
4.5
8.5
0.066
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