ML Research Wiki / Benchmarks / Outlier Detection / ECG5000

ECG5000

Outlier Detection Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Accuracy

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Model	Paper	Accuracy	Date	Actions
F-t ALSTM-FCN	LSTM Fully Convolutional Networks for Time Series…	0.95	2017-09-08
GENDIS	GENDIS: GENetic DIscovery of Shapelets	0.94	2019-09-13

Rank	Model	Paper	Accuracy	Date	Code
1	F-t ALSTM-FCN	LSTM Fully Convolutional Networks for Time Series Classification	0.95	2017-09-08	📦 timeseriesAI/tsai 📦 titu1994/LSTM-FCN 📦 titu1994/MLSTM-FCN
2	GENDIS	GENDIS: GENetic DIscovery of Shapelets	0.94	2019-09-13	📦 IBCNServices/GENDIS

2017

F-t ALSTM-FCN

timeseriesAI/tsai titu1994/LSTM-FCN

2019

GENDIS

IBCNServices/GENDIS