rest-to-task synthesis on HCP Social (test)
4.1018PSDDiffusion-TS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Diffusion-TSConditioning=resting-state context embedding2026.05 | 4.1018 | 0.78 | 202.8 | 0.9392 | 17.48 | |
| LSTM-GANConditioning=resting-state context embedding2026.05 | 2.1236 | 33.99 | 102.28 | 0.7785 | 23.42 | |
| TimeGANConditioning=resting-state context embedding2026.05 | 1.9179 | 26.3 | 120.66 | 0.7527 | 17.31 | |
| TimeVAEConditioning=resting-state context embedding2026.05 | 1.856 | 30.78 | 123.59 | 0.7431 | 20.46 | |
| DDPMConditioning=resting-state context embedding2026.05 | 1.7894 | 20.87 | 46.8 | 0.8029 | 22.08 | |
| FM-fMRIConditioning=resting-state context embedding2026.05 | 1.5601 | 60.46 | 30.7688 | 0.9569 | 48.25 |