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Papers Benchmarks Datasets Tasks

Signal Classification research benchmarks · SOTA2 Research

Signal Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.25Accuracy

9

Jul 8, 2026

92.87Accuracy

9

Jul 8, 2026

PhysioNet ECG NAS-Bench-360

1.3Full-pipeline Runtime (GPU hours)

4

Feb 26, 2026

NinaPro NAS-Bench-360

0.2Runtime (GPU hours)

4

Feb 26, 2026

Radio frequency downlink

—

—Primary metric

0

Mar 12, 2026

Popular datasets

NinaPro PhysioNet ECG Radio frequency downlink A-ECG S-EEG

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