# Mammo-FM Linear-probe classification artifacts

Each task directory contains the best validation-AUROC checkpoint, publication-safe SCC training log,
test/validation prediction CSVs, the one-fold combined test CSV, portable JSON training configuration,
TensorBoard scalars, epoch metric export, release metadata, and SHA-256 checksums.

All runs use data fraction 1.0, seed 10, fold 0, and nine epochs. Reported test AUROC uses the
dataset-specific patient/breast aggregation recorded in each task's `release_metadata.json`.

| Dataset | Task | Held-out test AUROC | Package |
|---|---|---:|---|
| RSNA | cancer | 0.837990 | [rsna/cancer_classification](https://huggingface.co/batmanLab/Mammo-FM/tree/main/linear_probe_mammo_FM_image_encoder/rsna/cancer_classification) |
| VinDr | abnormality | 0.867237 | [vindr/abnormality_classification](https://huggingface.co/batmanLab/Mammo-FM/tree/main/linear_probe_mammo_FM_image_encoder/vindr/abnormality_classification) |
| VinDr | mass | 0.779813 | [vindr/mass_classification](https://huggingface.co/batmanLab/Mammo-FM/tree/main/linear_probe_mammo_FM_image_encoder/vindr/mass_classification) |
| VinDr | suspicious calcification | 0.974011 | [vindr/suspicious_calcification_classification](https://huggingface.co/batmanLab/Mammo-FM/tree/main/linear_probe_mammo_FM_image_encoder/vindr/suspicious_calcification_classification) |
| CMMD | cancer | 0.772792 | [cmmd/cancer_classification](https://huggingface.co/batmanLab/Mammo-FM/tree/main/linear_probe_mammo_FM_image_encoder/cmmd/cancer_classification) |
| CMMD | calcification | 0.868952 | [cmmd/calcification_classification](https://huggingface.co/batmanLab/Mammo-FM/tree/main/linear_probe_mammo_FM_image_encoder/cmmd/calcification_classification) |
| NL-Breast | cancer | 0.826261 | [nl_breast/cancer_classification](https://huggingface.co/batmanLab/Mammo-FM/tree/main/linear_probe_mammo_FM_image_encoder/nl_breast/cancer_classification) |

LUMINA and CMMD mass artifacts are intentionally excluded from this release.

The released prediction tables retain public-dataset identifiers and metadata but replace local absolute
filesystem prefixes with portable relative paths. SCC logs have local paths replaced with placeholders and
unrelated NVIDIA process/PID tables removed. The source pickle configuration is represented as inert JSON.