Downloads · 30 days
8
9% of all-time downloads
scalesurfer-stats-base
rphammonds/scalesurfer-stats-base
scalesurfer-stats-base is a tabular regression model from rphammonds. Use it for the tabular regression task on the model card, and read the license before you ship it in a product. It is set up for pytorch.
This repository contains a ScaleSurfer multi-head model for predicting FreeSurfer-style .stats targets from a T1w image and an aparc+aseg segmentation.
All-time downloads
93
Public
Repo size
3.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors770 MB · 100%
At a glance
- Task
- Tabular Regression
- Library
- pytorch
- Model type
- scalesurfer-stats-prediction
- Access
- Public
- Created
- Jun 10, 2026
- Updated
- Jul 8, 2026
- SHA
- ecd38dfb
Model card
From the Hugging Face model README
ScaleSurfer base all-data Stats Prediction Model
This repository contains a ScaleSurfer multi-head model for predicting FreeSurfer-style .stats targets from a T1w image and an aparc+aseg segmentation.
Files
stats_model.safetensors: model weights and inference metadata in safetensors format.config.json: architecture and feature-schema metadata needed byScaleSurferStatsPredictor.metadata.json: checksums and training/evaluation metadata.summary.csv,history.csv,target_metrics.csv: copied training diagnostics.
Test Summary
| Group | Targets | Values | Normalized MAE | Median absolute percent error |
|---|---|---|---|---|
| aseg | 119 | 39699 | 0.4714784485426931 | 7.629659175872803 |
| global | 64 | 16070 | 0.212405763403243 | 1.7018315196037292 |
| lh_aparc | 306 | 106742 | 0.4562009682892021 | 8.101013660430908 |
| rh_aparc | 306 | 106738 | 0.45695450692734807 | 7.982769966125488 |
Loading
from scalesurfer.stats import ScaleSurferStatsPredictor
predictor = ScaleSurferStatsPredictor.from_pretrained('base')
features = predictor.predict_subjects(subjects_dir, subjects, return_format="wide")
This model is intended for research workflows and is not a clinical diagnostic device.
- Task
- Tabular Regression
- Library
- pytorch
- Type
- scalesurfer-stats-prediction
- Created
- Jun 10, 2026
- Updated
- Jul 8, 2026