rest-to-task synthesis on HCP Motor (test)
4.062PSDDiffusion-TS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Diffusion-TSConditioning=resting-state context embedding2026.05 | 4.062 | 0.26 | 220.74 | 0.9445 | 23.61 | |
| LSTM-GANConditioning=resting-state context embedding2026.05 | 1.9727 | 24.39 | 142.3 | 0.7785 | 18.36 | |
| TimeGANConditioning=resting-state context embedding2026.05 | 1.939 | 17.23 | 151.15 | 0.7702 | 17.75 | |
| TimeVAEConditioning=resting-state context embedding2026.05 | 1.8829 | 24.33 | 154.58 | 0.7532 | 21.57 | |
| DDPMConditioning=resting-state context embedding2026.05 | 1.635 | 24.29 | 44.66 | 0.8019 | 22.1 | |
| FM-fMRIConditioning=resting-state context embedding2026.05 | 1.3634 | 53.02 | 35.5717 | 0.9599 | 44.04 |