rest-to-task synthesis on HCP Emotion (test)
4.0047PSDDiffusion-TS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Diffusion-TSConditioning=resting-state context embedding2026.05 | 4.0047 | 4.42 | 177.12 | 0.9393 | 15.99 | |
| LSTM-GANConditioning=resting-state context embedding2026.05 | 2.1006 | 29.35 | 113.76 | 0.7797 | 23.94 | |
| TimeGANConditioning=resting-state context embedding2026.05 | 2.0546 | 25.46 | 98.06 | 0.7676 | 21.73 | |
| TimeVAEConditioning=resting-state context embedding2026.05 | 2.0517 | 27.95 | 105.62 | 0.7661 | 22.15 | |
| DDPMConditioning=resting-state context embedding2026.05 | 1.7793 | 26.77 | 35.69 | 0.8016 | 26.41 | |
| FM-fMRIConditioning=resting-state context embedding2026.05 | 1.6001 | 56.84 | 24.1311 | 0.9342 | 46.17 |