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.

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.

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