rest-to-task synthesis on HCP Language (test)
3.9848PSDDiffusion-TS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Diffusion-TSConditioning=resting-state context embedding2026.05 | 3.9848 | 1.09 | 194.03 | 0.9315 | 23.18 | |
| LSTM-GANConditioning=resting-state context embedding2026.05 | 1.9916 | 23.05 | 128.54 | 0.7877 | 12.4 | |
| TimeGANConditioning=resting-state context embedding2026.05 | 1.9109 | 23.07 | 127.31 | 0.7662 | 22.89 | |
| TimeVAEConditioning=resting-state context embedding2026.05 | 1.8791 | 26.4 | 129.48 | 0.7562 | 23.29 | |
| DDPMConditioning=resting-state context embedding2026.05 | 1.5944 | 24.54 | 39.59 | 0.804 | 21.37 | |
| FM-fMRIConditioning=resting-state context embedding2026.05 | 1.4222 | 52.72 | 37.5067 | 0.9508 | 43.52 |