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Papers Benchmarks Datasets Tasks

ECG dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

ECG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Cardiac Event Classification

ECG

100F1 Score

2

Time Series Generation

ECG

0.012SWD (Frequency)

2

Biosignal Inference

ECG 12-channel

1,000Latency (ms)

2

Causal Effect Estimation

ECG dataset (test)

0.126|ATE| Error

2

Multivariate Time Series Classification

ECG

1Relative Latency

2

ECG Encryption and Security Analysis

ECG Real-time

800NIST 800-22 Test Suite Result

1

Biosignal Inference

ECG 1-channel

143Latency (ms)

1

Waveform Classification

ECG (test)

—Accuracy

0

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Popular tasks

Classification Time-series generation Heartbeat Classification Time-series classification Multivariate Time Series Classification

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