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Benchmarks
rest-to-task synthesis on HCP Relational (test)
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3.9983
PSD
Diffusion-TS
1.327788
2.021094
2.7144
3.407706
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
3.9983
1.23
194.29
93.51
21.75
LSTM-GAN
Conditioning=resting-s...
2026.05
2.0687
25.93
159.14
78.88
14.85
TimeGAN
Conditioning=resting-s...
2026.05
1.9305
24.73
121.47
75.51
29.86
TimeVAE
Conditioning=resting-s...
2026.05
1.8805
29.42
127.17
74.71
30.1
DDPM
Conditioning=resting-s...
2026.05
1.6719
20.56
40.43
80.02
21.81
FM-fMRI
Conditioning=resting-s...
2026.05
1.4305
56.06
29.825
95.88
50
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