rest-to-task synthesis on HCP Relational (test)
3.9983PSDDiffusion-TS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Diffusion-TSConditioning=resting-state context embedding2026.05 | 3.9983 | 1.23 | 194.29 | 93.51 | 21.75 | |
| LSTM-GANConditioning=resting-state context embedding2026.05 | 2.0687 | 25.93 | 159.14 | 78.88 | 14.85 | |
| TimeGANConditioning=resting-state context embedding2026.05 | 1.9305 | 24.73 | 121.47 | 75.51 | 29.86 | |
| TimeVAEConditioning=resting-state context embedding2026.05 | 1.8805 | 29.42 | 127.17 | 74.71 | 30.1 | |
| DDPMConditioning=resting-state context embedding2026.05 | 1.6719 | 20.56 | 40.43 | 80.02 | 21.81 | |
| FM-fMRIConditioning=resting-state context embedding2026.05 | 1.4305 | 56.06 | 29.825 | 95.88 | 50 |