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Papers Benchmarks Datasets Tasks

Ballast Detection research benchmarks · SOTA2 Research

Ballast Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Structured Dataset

Correlation Filter

116Features Retained Count

5

Feb 26, 2026

Unstructured Dataset CORD-19 PubLayNet

BERT Similarity

0.85Threshold

3

Feb 26, 2026

Mutual Information (MI)

0.03MI Threshold

1

Feb 26, 2026

0.165Mean Coherence

1

Feb 26, 2026

0.351Coherence

1

Feb 26, 2026

Semi-Structured Dataset

—

—Primary metric

0

Feb 26, 2026

Popular datasets

PubLayNet CORD-19 Sparse Structured Dataset Unstructured Dataset

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