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Benchmarks
rest-to-task synthesis on HCP Social (test)
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4.1018
PSD
Diffusion-TS
1.458432
2.144691
2.83095
3.517209
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
4.1018
0.78
202.8
0.9392
17.48
LSTM-GAN
Conditioning=resting-s...
2026.05
2.1236
33.99
102.28
0.7785
23.42
TimeGAN
Conditioning=resting-s...
2026.05
1.9179
26.3
120.66
0.7527
17.31
TimeVAE
Conditioning=resting-s...
2026.05
1.856
30.78
123.59
0.7431
20.46
DDPM
Conditioning=resting-s...
2026.05
1.7894
20.87
46.8
0.8029
22.08
FM-fMRI
Conditioning=resting-s...
2026.05
1.5601
60.46
30.7688
0.9569
48.25
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