COPD Classification on COPD-DE
57UARCNN14 (AudioSet)
Evaluation results
| Method | Links | |
|---|---|---|
| CNN14 (AudioSet)Pre-training data source=general audio data, Pre-training dataset=AudioSet2026.06 | 57 | |
| OPERA-CTPre-training data source=respiratory audio2026.06 | 57 | |
| OPERA-CEPre-training data source=respiratory audio2026.06 | 56 | |
| CNN14 (scratch)Pre-training data source=No pre-training2026.06 | 54 | |
| EfficientNet-B0 (ImageNet)Pre-training data source=image data, Pre-training dataset=ImageNet2026.06 | 53 | |
| CoughPhase-CLRPre-training data source=cough audio2026.06 | 53 | |
| eGeMAPSPre-training data source=No pre-training2026.06 | 51 | |
| EfficientNet-B0 (scratch)Pre-training data source=No pre-training2026.06 | 51 | |
| VGG-16-BNPre-training data source=image data2026.06 | 51 | |
| HeARPre-training data source=respiratory audio2026.06 | 51 | |
| wav2vec2.0Pre-training data source=general audio data2026.06 | 50 | |
| HuBERTPre-training data source=general audio data2026.06 | 50 | |
| OPERA-GTPre-training data source=respiratory audio2026.06 | 50 |