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Benchmarks
Human mobility prediction on Moscow (test)
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18.3
Accuracy@1
ARMove
1.348
5.749
10.15
14.551
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
18.3
38.3
29.3
STHGCN
training_mode=supervised
2026.04
18
37.2
26.5
GETNext
training_mode=supervised
2026.04
17.5
38
26.9
DeepMove
training_mode=supervised
2026.04
16.5
33.5
25.8
LLM-Move
base_llm=GPT-4o-mini,...
2026.04
16
27.5
23.5
AgentMove
base_llm=GPT-4o-mini,...
2026.04
15.5
37
26.3
LSTPM
training_mode=supervised
2026.04
14
25.5
19.6
LLM-ZS
base_llm=GPT-4o-mini,...
2026.04
12.5
35
24
RNN
training_mode=supervised
2026.04
9
18.5
14
LLM-Mob
base_llm=GPT-4o-mini,...
2026.04
8.5
25
16.8
FPMC
training_mode=supervised
2026.04
2
6.5
4.3
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