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Benchmarks
rest-to-task synthesis on HCP Motor (test)
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4.062
PSD
Diffusion-TS
1.255456
1.984078
2.7127
3.441322
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
4.062
0.26
220.74
0.9445
23.61
LSTM-GAN
Conditioning=resting-s...
2026.05
1.9727
24.39
142.3
0.7785
18.36
TimeGAN
Conditioning=resting-s...
2026.05
1.939
17.23
151.15
0.7702
17.75
TimeVAE
Conditioning=resting-s...
2026.05
1.8829
24.33
154.58
0.7532
21.57
DDPM
Conditioning=resting-s...
2026.05
1.635
24.29
44.66
0.8019
22.1
FM-fMRI
Conditioning=resting-s...
2026.05
1.3634
53.02
35.5717
0.9599
44.04
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