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Respiratory sound classification on ICBHI dataset

94.55Accuracy

Hybrid LSTM-KAN

Updated 4d ago

Evaluation Results

Method	Links
Hybrid LSTM-KAN 2026.01		94.55	72.92	69.78	70.33	94.36
CNN-LSTM hybrid 2026.01		91.8	68	66	67	91
Standard LSTM 2026.01		89.3	65	63	64	88.5
CNN baseline 2026.01		86.2	62	58	60	85
Standard MLP 2026.01		84.1	59	57	58	83
Random Forest 2026.01		82.7	61	59	60	82
Traditional SVM approach 2026.01		78.5	55	52	53.5	78