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Papers Benchmarks Datasets Tasks

Cross-modal knowledge transfer research benchmarks · SOTA2 Research

Cross-modal knowledge transfer

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WESAD ECG (Old) → PPG (New) (test)

49.57BAcc

6

Feb 26, 2026

WESAD PPG (Old) → ECG (New) (test)

Oracle (Supervised)

62.96BAcc

5

Feb 26, 2026

FOG EMG (Old) → EEG (New) (test)

Oracle (Supervised)

87.55BAcc

5

Feb 26, 2026

FOG EEG (Old) → EMG (New) (test)

0.722BAcc

5

Feb 26, 2026

ISRUC ECG (Old) → EEG (New) (test)

65.92BAcc

5

Feb 26, 2026

ISRUC EEG (Old) → ECG (New) (test)

Oracle (Supervised)

80.13BAcc

5

Feb 26, 2026

Popular datasets

WESAD ISRUC FOG FOG EEG

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