Respiratory Rate Estimation on MAHNOB
0.75MAEGT MAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GT MAEFusion Input Subset=ALL2025.12 | 0.75 | 0.94 | |
| GT MAEFusion Input Subset=DLM2025.12 | 1.29 | 0.86 | |
| GT MAEFusion Input Subset=NLM2025.12 | 1.8 | 0.73 | |
| GT-SMMFusion Input Subset=ALL2025.12 | 3.34 | 0.06 | |
| GT-SMMFusion Input Subset=DLM2025.12 | 3.48 | 0.08 | |
| GT-SMMFusion Input Subset=NLM2025.12 | 3.64 | 0.02 | |
| FMMFusion Input Subset=DLM2025.12 | 3.65 | 0.04 | |
| FMMFusion Input Subset=ALL2025.12 | 3.66 | 0.03 | |
| Trainset-SMMFusion Input Subset=DLM2025.12 | 3.85 | 0 | |
| BaselineFusion Input Subset=ALL2025.12 | 3.86 | 0.05 | |
| BaselineFusion Input Subset=DLM2025.12 | 3.86 | 0.05 | |
| MLPFusion Input Subset=ALL2025.12 | 4 | 0 | |
| FMMFusion Input Subset=NLM2025.12 | 4.16 | 0.03 | |
| Trainset-SMMFusion Input Subset=ALL2025.12 | 4.16 | 0.03 | |
| MLPFusion Input Subset=NLM2025.12 | 4.16 | -0.01 | |
| LGBMFusion Input Subset=NLM2025.12 | 4.17 | -0.01 | |
| XGBCFusion Input Subset=NLM2025.12 | 4.2 | -0.01 | |
| Trainset-SMMFusion Input Subset=NLM2025.12 | 4.22 | 0.02 | |
| LGBMFusion Input Subset=ALL2025.12 | 4.22 | 0.01 | |
| XGBCFusion Input Subset=ALL2025.12 | 4.26 | 0 | |
| MLPFusion Input Subset=DLM2025.12 | 4.27 | -0.09 | |
| LGBMFusion Input Subset=DLM2025.12 | 4.45 | -0.01 | |
| XGBCFusion Input Subset=DLM2025.12 | 4.53 | 0.01 | |
| ExtraTreesFusion Input Subset=DLM2025.12 | 4.68 | 0.05 | |
| ExtraTreesFusion Input Subset=NLM2025.12 | 4.75 | -0.02 | |
| ExtraTreesFusion Input Subset=ALL2025.12 | 4.8 | 0.01 | |
| BaselineFusion Input Subset=NLM2025.12 | 4.88 | -0.03 |