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Papers Benchmarks Datasets Tasks

Unsupervised cross-modal knowledge transfer research benchmarks · SOTA2 Research

Unsupervised cross-modal knowledge transfer

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WESAD ECG -> PPG (test)

49.57Balanced Accuracy

6

Feb 26, 2026

ISRUC EEG → ECG

80.13Balanced Accuracy

5

Feb 26, 2026

ISRUC ECG → EEG

0.659Balanced Accuracy

5

Feb 26, 2026

FOG EEG to EMG (test)

72.24Balanced Accuracy

5

Feb 26, 2026

FOG EMG → EEG (test)

87.55Balanced Accuracy

5

Feb 26, 2026

WESAD PPG → ECG (test)

62.96Balanced Accuracy

2

Feb 26, 2026

Popular datasets

WESAD ISRUC FOG

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