# MDD Diagnosis on REST-meta-MDD (Site S21)

Source: [MDD Diagnosis on REST-meta-MDD (Site S21)](<https://www.sota2.com/research/sota/mdd-diagnosis-on-rest-meta-mdd-site-s21>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-26T07:31:49.441Z

Evaluation of Major Depressive Disorder (MDD) Diagnosis performance using data specifically from Site S21 of the REST-meta-MDD dataset.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | MDD Diagnosis |
| Dataset (including any stated split) | REST-meta-MDD (Site S21) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Accuracy](<https://www.sota2.com/research/sota/mdd-diagnosis-on-rest-meta-mdd-site-s21.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Sensitivity](<https://www.sota2.com/research/sota/mdd-diagnosis-on-rest-meta-mdd-site-s21.md?metric=Sensitivity>): Higher is better; unit: PERCENT.

- [Specificity](<https://www.sota2.com/research/sota/mdd-diagnosis-on-rest-meta-mdd-site-s21.md?metric=Specificity>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/mdd-diagnosis-on-rest-meta-mdd-site-s21.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| fMRI-Diffusion + ChebyNet | 57.9 | Not recorded | 6a152906dbd7150506f7de1d |
| ChebyNet | 56.83 | Not recorded | 6a152906dbd7150506f7de1d |

### fMRI-Diffusion + ChebyNet

Accuracy: 57.9. Result ID: 6a154c4bfbc373592c0c5621.

[Reporting paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de1d.md>)

Recorded evaluation configuration: {"Synthetic Data Augmentation":"With (W/)","Atlas":"Craddock","Samples (MDD/NC)":"86/70"}. This record does not assert independent reproduction.

### ChebyNet

Accuracy: 56.83. Result ID: 6a154c4bfbc373592c0c5620.

[Reporting paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a152906dbd7150506f7de1d.md>)

Recorded evaluation configuration: {"Synthetic Data Augmentation":"Without (W/O)","Atlas":"Craddock","Samples (MDD/NC)":"86/70"}. This record does not assert independent reproduction.

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