rest-to-task synthesis on HCP WM (test)
3.9994PSDDiffusion-TS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Diffusion-TSConditioning=resting-state context embedding2026.05 | 3.9994 | 0.73 | 189.29 | 91.74 | 30.84 | |
| TimeGANConditioning=resting-state context embedding2026.05 | 1.9371 | 22.96 | 116.97 | 76.7 | 18.09 | |
| TimeVAEConditioning=resting-state context embedding2026.05 | 1.9093 | 25.8 | 118.43 | 75.29 | 19.04 | |
| LSTM-GANConditioning=resting-state context embedding2026.05 | 1.8706 | 19.68 | 184.56 | 79.13 | 10.82 | |
| DDPMConditioning=resting-state context embedding2026.05 | 1.4799 | 22.74 | 48.78 | 80.25 | 26.35 | |
| FM-fMRIConditioning=resting-state context embedding2026.05 | 1.3189 | 53.66 | 39.9683 | 94.37 | 45.35 |