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Benchmarks
Human mobility prediction on Shanghai ISP (test)
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23.2
Accuracy@1
ARMove
5.832
10.341
14.85
19.359
Apr 19, 2026
Accuracy@1
Accuracy@5
NDCG@5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy@1
Accuracy@5
NDCG@5
ARMove
base_llm=GPT-4o-mini,...
2026.04
23.2
47.7
0.36
AgentMove
base_llm=GPT-4o-mini,...
2026.04
21
44.5
0.338
DeepMove
training_mode=supervised
2026.04
17.5
32
0.251
LLM-ZS
base_llm=GPT-4o-mini,...
2026.04
15.5
42.5
0.291
LLM-Move
base_llm=GPT-4o-mini,...
2026.04
13.5
42.5
0.3141
FPMC
training_mode=supervised
2026.04
13
35.5
0.249
STHGCN
training_mode=supervised
2026.04
12.5
27.7
0.195
LLM-Mob
base_llm=GPT-4o-mini,...
2026.04
12
36
0.239
GETNext
training_mode=supervised
2026.04
11.5
26
0.178
LSTPM
training_mode=supervised
2026.04
9.5
17
0.135
RNN
training_mode=supervised
2026.04
6.5
17.5
0.123
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