| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Major Depressive Disorder Detection | MDD | ROC-AUC0.998 | 21 | |
| Brain network classification | MDD (10-fold cross val) | Accuracy65.63 | 12 | |
| Duet Motion Generation | MDD | R-Precision Top 121.1 | 9 | |
| fMRI classification | MDD AAL atlas parcellation (test) | Accuracy70.84 | 7 | |
| Functional Connectivity Network Topology Preservation | MDD dataset | FC Edges0.99 | 6 | |
| Reactive Motion Generation | MDD | R-Precision@118.9 | 6 | |
| fMRI signal generation | MDD AAL atlas parcellation (test) | Context-FID1.51 | 4 |