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Route Recommendation research benchmarks · SOTA2 Research

Route Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Equal Treatment

75.3C2ST (AUC)

18

Jun 26, 2026

Equal Treatment

74.4C2ST AUC

18

Jun 26, 2026

Equal Treatment

67.7C2ST (AUC)

18

Jun 26, 2026

Equal Treatment

0.794C2ST (AUC)

18

Jun 26, 2026

3.2Runtime (s)

9

Jun 26, 2026

Kyoto, Japan 100 random source-destination pairs

0.4Gini Index

9

Jun 26, 2026

Piedmont, California, USA (100 random source-destination pairs)

0.2Gini Index

9

Jun 26, 2026

Eastern USA (Q1)

4.5Runtime (s)

9

Jun 26, 2026

Proprietary Route Recommendation Dataset (offline)

71.56HR@1

8

Feb 26, 2026

42.7HR@1

8

Feb 26, 2026

Navigation Application China (Online A/B Test)

66.75HR@1

2

Feb 26, 2026

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