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Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio3 results

Audio ClassificationonICBHI Respiratory Sound Database
ICBHI Score· 2025-06-03
65.53
SOTA
Adaptive Differential Denoising for Respiratory Sounds Classification arXiv:2506.02505
Audio ClassificationonICBHI Respiratory Sound Database
Specificity· 2025-06-03
85.13
SOTA
Adaptive Differential Denoising for Respiratory Sounds Classification arXiv:2506.02505
Audio ClassificationonICBHI Respiratory Sound Database
Sensitivity· 2025-06-03
45.94
best: 48.21 (BEATs (CE))
Adaptive Differential Denoising for Respiratory Sounds Classification arXiv:2506.02505

Methodology3 results

ClassificationonICBHI Respiratory Sound Database
ICBHI Score· 2025-06-03
65.53
SOTA
Adaptive Differential Denoising for Respiratory Sounds Classification arXiv:2506.02505
ClassificationonICBHI Respiratory Sound Database
Specificity· 2025-06-03
85.13
SOTA
Adaptive Differential Denoising for Respiratory Sounds Classification arXiv:2506.02505
ClassificationonICBHI Respiratory Sound Database
Sensitivity· 2025-06-03
45.94
best: 48.21 (BEATs (CE))
Adaptive Differential Denoising for Respiratory Sounds Classification arXiv:2506.02505