---
license: cc-by-4.0
tags: [radar, ecg, biosignals, contactless-monitoring, time-series]
pipeline_tag: audio-to-audio
---

# CardioMamba-Net — checkpoints and results

Radar-to-ECG reconstruction on the CR-RVS dataset. Produced by `03_baselines.ipynb` and
`04_cardiomamba_train.ipynb`. Corpus: [`Shanmuk4622/cr-rvs-radar-ecg-processed`](https://huggingface.co/datasets/Shanmuk4622/cr-rvs-radar-ecg-processed).

## Layout

```
runs/<experiment>__<model>__f<fold>/
    best.pt                  weights at the best validation epoch
    state.pt                 full resumable state (model, optimiser, scheduler, scaler, RNG)
    summary.json             config + aggregated test metrics
    metrics_windows.parquet  per-window metrics on held-out subjects
    metrics_subjects.parquet per-subject HR / HRV / peak-detection scores
    preds_sample.npz         200 held-out reconstructions for qualitative figures
results/                     cross-run tables, including ours vs. the published numbers
figures/                     comparison and training-curve figures
```

## Protocol

128 Hz, 1024-sample (8 s) windows. Splits **by subject**; test windows do not overlap.
Normalisation statistics are per fold from **training windows only**. Baselines use the paper's
single-channel input (`dy`), 5 levels, 64 base filters, plain MSE, Adam 5e-4.

Updated 2026-09-01 16:42 UTC.