Audio Classification On Icbhi Respiratory
المقاييس
ICBHI Score
Sensitivity
Specificity
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
جدول المقارنة
| اسم النموذج | ICBHI Score | Sensitivity | Specificity |
|---|---|---|---|
| stethoscope-guided-supervised-contrastive | 59.81 | 42.50 | 77.11 |
| patch-mix-contrastive-learning-with-audio | 62.37 | 43.07 | 81.66 |
| stethoscope-guided-supervised-contrastive | 61.71 | 43.55 | 79.87 |
| supervised-contrastive-learning-for-3 | 58.04 | - | - |
| patch-mix-contrastive-learning-with-audio | - | 41.97 | 77.14 |
| a-domain-transfer-based-data-augmentation | 55.30 | 40.20 | 70.40 |
| bts-bridging-text-and-sound-modalities-for | 62.56 | 44.67 | 80.85 |
| lungbrn-a-smart-digital-stethoscope-for | 50.16 | 31.10 | 69.20 |
| masked-modeling-duo-towards-a-universal-audio | 62.73 | - | - |
| supervised-contrastive-learning-for-3 | 54.74 | 33.84 | 75.35 |
| cycleguardian-a-framework-for-automatic | 63.26 | 44.47 | 82.06 |
| adversarial-fine-tuning-using-generated | 61.79 | 42.86 | 80.72 |
| respirenet-a-deep-neural-network-for | 56.20 | 40.10 | 72.30 |
| supervised-contrastive-learning-for-3 | 57.55 | - | 75.95 |
| supervised-contrastive-learning-for-3 | - | 39.15 | 76.93 |
| 0-1-deep-neural-networks-via-block-coordinate | 63.29 | - | - |
| lung-sound-classification-using-co-tuning-and | 58.29 | 37.24 | 79.34 |
| patch-mix-contrastive-learning-with-audio | 59.55 | - | - |
| bts-bridging-text-and-sound-modalities-for | 63.54 | 45.67 | 81.4 |
| arsc-net-adventitious-respiratory-sound | 56.76 | 46.38 | 67.13 |
| lungrn-nl-an-improved-adventitious-lung-sound | 52.26 | 41.32 | 63.20 |
| lungattn-advanced-lung-sound-classification | 53.90 | 36.36 | 71.44 |