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Time Series Classification Faithfulness Evaluation research benchmarks · SOTA2 Research

Time Series Classification Faithfulness Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

93.98I(20) Score

10

Jun 4, 2026

0.836I(20)

10

Jun 4, 2026

UEA DuckDuckGeese

0.44I(20)

10

Jun 4, 2026

0.852I(20)

10

Jun 4, 2026

0.777I(20) Score

10

Jun 4, 2026

UEA SpokenArabicDigits

0.962I(20)

10

Jun 4, 2026

UEA CharacterTrajectories

0.939I(20)

10

Jun 4, 2026

Popular datasets

PEMS-SF SpokenArabicDigits DuckDuckGeese UEA CharacterTrajectories UEA Heartbeat

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