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Trajectory Classification research benchmarks · SOTA2 Research

Trajectory Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Starkey Dataset

92Weighted F1-score

24

Jun 11, 2026

Uncertainty-Based Selection

53.69Weighted F1

24

Jun 11, 2026

Car Traffic Dataset

Outlierness-Based Selection

87.01Weighted F1-score

24

Jun 11, 2026

Outlierness-Based Selection

76.98Weighted F1 Score

24

Jun 11, 2026

Naval Dataset (train)

0.01Misclassification Rate

6

Mar 31, 2026

Cleaned 442 trajectories (test)

TW sanitized (gpt-5.4)

97.2AUC

3

Jun 9, 2026

1.25MCR

3

Mar 31, 2026

VIMA Dataset (Ptrain)

8.3MCR

3

Mar 31, 2026

Naval Dataset (Pdep)

2.5Misclassification Rate

3

Mar 31, 2026

Full cleaned 690 trajectories (test)

94.67AUC

1

Jun 9, 2026

Popular datasets

VIMA Naval AIS Naval Dataset Cleaned

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