Respiratory Rate Estimation on OmuSense (test)
0.44MAEGT MAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GT MAEFusion Input Subset=ALL2025.12 | 0.44 | 0.93 | |
| GT MAEFusion Input Subset=DLM2025.12 | 0.99 | 0.8 | |
| GT MAEFusion Input Subset=NLM2025.12 | 1 | 0.82 | |
| MLPFusion Input Subset=ALL2025.12 | 2.37 | 0.14 | |
| MLPFusion Input Subset=NLM2025.12 | 2.4 | 0.15 | |
| MLPFusion Input Subset=DLM2025.12 | 2.51 | 0.03 | |
| GT-SMMFusion Input Subset=DLM2025.12 | 2.56 | 0.04 | |
| Trainset-SMMFusion Input Subset=DLM2025.12 | 2.57 | 0.03 | |
| LGBMFusion Input Subset=NLM2025.12 | 2.59 | 0.1 | |
| LGBMFusion Input Subset=DLM2025.12 | 2.59 | 0.03 | |
| XGBCFusion Input Subset=NLM2025.12 | 2.6 | 0.13 | |
| GT-SMMFusion Input Subset=ALL2025.12 | 2.62 | 0.1 | |
| Trainset-SMMFusion Input Subset=ALL2025.12 | 2.63 | 0.09 | |
| XGBCFusion Input Subset=DLM2025.12 | 2.63 | 0.04 | |
| LGBMFusion Input Subset=ALL2025.12 | 2.64 | 0.1 | |
| GT-SMMFusion Input Subset=NLM2025.12 | 2.67 | 0.16 | |
| XGBCFusion Input Subset=ALL2025.12 | 2.67 | 0.09 | |
| Trainset-SMMFusion Input Subset=NLM2025.12 | 2.68 | 0.15 | |
| FMMFusion Input Subset=ALL2025.12 | 2.77 | 0.09 | |
| FMMFusion Input Subset=NLM2025.12 | 2.88 | 0.14 | |
| FMMFusion Input Subset=DLM2025.12 | 2.94 | 0.01 | |
| ExtraTreesFusion Input Subset=DLM2025.12 | 3.01 | 0.02 | |
| BaselineFusion Input Subset=ALL2025.12 | 3.03 | 0 | |
| BaselineFusion Input Subset=DLM2025.12 | 3.03 | 0 | |
| BaselineFusion Input Subset=NLM2025.12 | 3.11 | 0.18 | |
| ExtraTreesFusion Input Subset=NLM2025.12 | 3.11 | 0.14 | |
| ExtraTreesFusion Input Subset=ALL2025.12 | 3.18 | 0.08 |