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Papers Benchmarks Datasets Tasks

Trajectory Inference research benchmarks · SOTA2 Research

Trajectory Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EB dataset 5D (test)

1.27W1 (t=1)

23

Mar 4, 2026

6.647W1 Score

11

Feb 26, 2026

6.19W1

11

Feb 26, 2026

50D EB dataset t=2

5.904W1 Error

11

Feb 26, 2026

50D EB dataset t=1

5.236W1

11

Feb 26, 2026

0.235W1

11

Feb 26, 2026

0.227W1

11

Feb 26, 2026

0.21W1

11

Feb 26, 2026

0.121W1

11

Feb 26, 2026

0.202W1

11

Feb 26, 2026

0.098W1

11

Feb 26, 2026

0.11W1 Score

11

Feb 26, 2026

100D EB dataset (t=4)

12.406W1 Error

11

Feb 26, 2026

100D EB dataset (t=3)

11.516W1 Error

11

Feb 26, 2026

100D EB dataset t=2

11.04W1

11

Feb 26, 2026

100D EB dataset t=1

9.941W1

11

Feb 26, 2026

Multi scRNA-seq

45.879EMD

10

Mar 4, 2026

36.471EMD

10

Mar 4, 2026

Dataset II (All)

Genius-aided Map-Assisted (GMA) variant

0.66Average Localization Error (Eloc)

9

Feb 26, 2026

Dataset Double LOS II

Genius-aided Map-Assisted (GMA) variant

0.57Avg Loc Error (Eloc)

9

Feb 26, 2026

Dataset Single LOS II

Genius-aided Map-Assisted (GMA) variant

0.79Avg Loc Error (Eloc)

9

Feb 26, 2026

Dataset NLOS II

Genius-aided Map-Assisted (GMA) variant

1.02Avg Loc Error (Eloc)

9

Feb 26, 2026

0.564Correlation

7

Jul 9, 2026

0.774Correlation

7

Jul 9, 2026

48Correlation

7

Jul 9, 2026

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