2-class respiratory sound classification on ICBHI 60-40% split official (test)

81.66Specificity

Bae et al. (Patch-Mix CL)

Updated 1mo ago

Evaluation Results

Method
Bae et al. (Patch-Mix CL) 2023.12	81.66	55.77	68.71
Patch-Mix CL (ours) 2023.05	81.66	55.77	68.71
Bae et al. (Patch-Mix CL) 2025.05	81.66	55.77	68.71
Bae et al. (Patch-Mix CL) 2026.06	81.66	55.77	68.71
SG-SCL 2023.12	79.87	57.97	68.93
Kim et al. (SG-SCL) 2025.05	79.87	57.97	68.93
Kim et al. (SG-SCL) 2026.06	79.87	57.97	68.93
DASS (Lung-SRAD) 2026.06	79.53	65.61	72.57
Nguyen et al. (CoTuning) 2023.12	79.34	50.14	64.74
Nguyen et al. (CoTuning) 2023.05	79.34	50.14	64.74
Nguyen et al. (CoTuning) 2025.05	79.34	50.14	64.74
Nguyen et al. (StochNorm) 2023.05	78.86	49.79	64.32
Bae et al. (Fine-tuning) 2023.12	77.14	56.4	66.77
Fine-tuning (ours) 2023.05	77.14	56.4	66.77
Bae et al. (Fine-tuning) 2026.06	77.14	56.4	66.77
DAT 2023.12	77.11	56.98	67.04
DASS (Spectral-Aware Regularization) 2026.06	76.72	60.29	68.4
BEATS + CE 2025.05	75.19	66.34	70.76
BEATS + PAFA 2025.05	74.87	68.29	72.08
Jeong et al. (PAFA) 2026.06	74.87	68.29	72.08
DASS (Fine-tuning) 2026.06	73.74	61.72	68.2
CNN-MoE 2023.12	72.4	37.5	54.1
CNN-MOE 2023.05	72.4	37.5	54.1