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Benchmarks
rest-to-task synthesis on HCP Emotion (test)
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4.0047
PSD
Diffusion-TS
1.503916
2.153158
2.8024
3.451642
May 26, 2026
PSD
FC Similarity
cFID
MAE
P@5%
Updated 7d ago
Evaluation Results
Method
Method
Links
PSD
FC Similarity
cFID
MAE
P@5%
Diffusion-TS
Conditioning=resting-s...
2026.05
4.0047
4.42
177.12
0.9393
15.99
LSTM-GAN
Conditioning=resting-s...
2026.05
2.1006
29.35
113.76
0.7797
23.94
TimeGAN
Conditioning=resting-s...
2026.05
2.0546
25.46
98.06
0.7676
21.73
TimeVAE
Conditioning=resting-s...
2026.05
2.0517
27.95
105.62
0.7661
22.15
DDPM
Conditioning=resting-s...
2026.05
1.7793
26.77
35.69
0.8016
26.41
FM-fMRI
Conditioning=resting-s...
2026.05
1.6001
56.84
24.1311
0.9342
46.17
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