Infant Cry Classification on Baby Chillanto and Donate Cry 3-site Federated (cross-site)
93.8Macro F1 ScoreAutoCry-FTCD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AutoCry-FTCDUpload=3.3 MB2025.12 | 93.8 | 96.2 | 3.2 | |
| FedAvg PaSSTUpload=42 MB2025.12 | 90.2 | 96.8 | 4.1 | |
| FedBN HTS-ATUpload=38 MB2025.12 | 89.8 | 96.6 | 4.4 | |
| SCAFFOLD HTS-ATUpload=38 MB2025.12 | 89.6 | 96.4 | 4.7 | |
| FedProx HTS-ATUpload=36 MB2025.12 | 89.1 | 95.6 | 5 | |
| FedAvg ASTUpload=40 MB2025.12 | 88.4 | 94.4 | 5.4 |