Rest-to-task synthesis on HCP Gambling (test)
4.0942PSDDiffusion-TS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Diffusion-TSConditioning=resting-state context embedding2026.05 | 4.0942 | 1.68 | 188.78 | 0.9382 | 24.26 | |
| LSTM-GANConditioning=resting-state context embedding2026.05 | 2.0959 | 14.32 | 257.37 | 0.7904 | 12.31 | |
| TimeGANConditioning=resting-state context embedding2026.05 | 1.9923 | 22.29 | 114.91 | 0.7658 | 21.86 | |
| TimeVAEConditioning=resting-state context embedding2026.05 | 1.9721 | 26.53 | 116.22 | 0.762 | 21.3 | |
| DDPMConditioning=resting-state context embedding2026.05 | 1.6921 | 26.18 | 41.16 | 0.8005 | 25.06 | |
| FM-fMRIConditioning=resting-state context embedding2026.05 | 1.5399 | 54.55 | 30.6712 | 0.9413 | 43.29 |