# MDD Diagnosis on REST-meta-MDD (Harvard-Oxford atlas parcellation)

Source: [MDD Diagnosis on REST-meta-MDD (Harvard-Oxford atlas parcellation)](<https://www.sota2.com/research/sota/mdd-diagnosis-on-rest-meta-mdd-harvard-oxford-atlas-parcellation>)

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

Data updated: 2026-05-26T07:31:49.354Z

Evaluation of Major Depressive Disorder (MDD) Diagnosis performance using data derived from the REST-meta-MDD dataset processed with the Harvard-Oxford atlas parcellation.

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 Harvard-Oxford atlas parcellation |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-harvard-oxford-atlas-parcellation.md?metric=Accuracy>): Higher is better; unit: PERCENT.

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

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

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| fMRI-Diffusion | 68.85 | Not recorded | 6a152906dbd7150506f7de1d |
| GC-GAN | 65.18 | Not recorded | 6a152906dbd7150506f7de1d |
| ACGAN | 64.91 | Not recorded | 6a152906dbd7150506f7de1d |
| SSGAN | 64.62 | Not recorded | 6a152906dbd7150506f7de1d |
| WGAN-GP | 64.02 | Not recorded | 6a152906dbd7150506f7de1d |

### fMRI-Diffusion

Accuracy: 68.85. Result ID: 6a154c4bfbc373592c0c561b.

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

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

Recorded evaluation configuration: {"Atlas":"HO","Samples (MDD/NC)":"249/228"}. This record does not assert independent reproduction.

### GC-GAN

Accuracy: 65.18. Result ID: 6a154c4bfbc373592c0c561a.

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

Recorded evaluation configuration: {"Atlas":"HO","Samples (MDD/NC)":"249/228"}. This record does not assert independent reproduction.

### ACGAN

Accuracy: 64.91. Result ID: 6a154c4bfbc373592c0c5619.

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

Recorded evaluation configuration: {"Atlas":"HO","Samples (MDD/NC)":"249/228"}. This record does not assert independent reproduction.

### SSGAN

Accuracy: 64.62. Result ID: 6a154c4bfbc373592c0c5617.

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

Recorded evaluation configuration: {"Atlas":"HO","Samples (MDD/NC)":"249/228"}. This record does not assert independent reproduction.

### WGAN-GP

Accuracy: 64.02. Result ID: 6a154c4bfbc373592c0c5618.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a731e209131cea28367.md>)

Recorded evaluation configuration: {"Atlas":"HO","Samples (MDD/NC)":"249/228"}. This record does not assert independent reproduction.

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