Share your thoughts, 1 month free Claude Pro on usSee more

Time-series classification on BinaryHeartbeat

73.2Accuracy

CNN

Updated 1mo ago

Evaluation Results

Method	Links
CNN 2025.05		73.2	84.072	892.616	55,219,392	0.0343	2,106.132
D-CNN 2025.05		73.2	15.384	39.256	259,419	0.0011	90.71
DS-CNN 2025.05		73.2	85.8	1,189.736	14,879,582	0.016	1,052.569
ConvLSTM 2025.05		73.2	10.752	1,188.628	1,778,832	0.0042	268.145
TENet 2025.05		73.2	170.84	9,524.084	340,379,296	0.37	21,462.749
Grid Search 2025.05		73.2	12.68	152.352	1,130,543	0.0053	419.023
TinyTNAS 2025.05		73.2	11.152	152.48	1,130,543	0.0053	419.023
GPT-4o-mini 2025.05		73.2	9,494.408	595.404	24,606,944	0.0189	1,191.453
GPT-4o 2025.05		73.2	9,494.408	595.404	24,606,944	0.0189	1,191.453
MONAQ 2025.05		73.2	9.36	299.528	204,080	0.0132	177.662
LSTM 2025.05		72.7	8.752	447.888	16	0	0.061
Random Search 2025.05		72.7	7.76	77.384	301,138	0.002	191.47
MLP 2025.05		65.9	597.104	38.3	593,616	0	5.57
TCN 2025.05		44.9	34.592	746.608	39,728,336	0.175	10,783.571