| Paper | Code | Weighted Accuracy | Weighted accuracy (validation) | Weighted accuracy (cross-val) | Unweighted average recall | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection | ✓ Link | 0.832 | 0.713 | M2D | 2024-04-26 | ||
| Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection | ✓ Link | 0.771 | 0.768 | DBResNet | 2023-05-26 | ||
| Phonocardiogram Classification Using 1-Dimensional Inception Time Convolutional Neural Networks | ✓ Link | 0.593 | 0.522 | 0.497±0.083 | Inception Time | 2022-09-07 |