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Human mobility prediction research benchmarks · SOTA2 Research

Human mobility prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

29.53Acc@1

13

Feb 26, 2026

29.43Acc@1

13

Feb 26, 2026

29.41Acc@1

13

Feb 26, 2026

Saopaulo (test)

23Top-1 Accuracy

11

Apr 21, 2026

20.5Acc@1

11

Apr 21, 2026

18.3Accuracy@1

11

Apr 21, 2026

Shanghai ISP (test)

23.2Accuracy@1

11

Apr 21, 2026

YJMob100K HuMob Challenge 2023

35.4GEO-BLEU

9

Mar 10, 2026

0.314GEO-BLEU

7

Mar 10, 2026

0.3GEO-BLEU

4

Feb 26, 2026

0.297GEO-BLEU

4

Feb 26, 2026

HuMob Challenge City D 2024 (test)

32.8GEO-BLEU

3

Mar 10, 2026

HuMob Challenge City B 2024 (test)

35.4GEO-BLEU

3

Mar 10, 2026

0.286GEO-BLEU

3

Feb 26, 2026

Popular datasets

City HuMob Challenge City A City C Shanghai

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