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Benchmarks
Interpretable Brain Pattern Discovery on NSD Predicted fMRI
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16,051
Interpretable Patterns (Align > 0.5)
SAE+ICA
-622.28
3,706.36
8,035
12,363.64
Dec 9, 2025
Interpretable Patterns (Align > 0.5)
Interpretable Patterns (Align > 0.8)
Updated 4d ago
Evaluation Results
Method
Method
Links
Interpretable Patterns (Align > 0.5)
Interpretable Patterns (Align > 0.8)
SAE+ICA
Component Strategy=Mul...
2025.12
16,051
679
SAE
Component Strategy=Mul...
2025.12
15,748
617
SAE
Component Strategy=Single
2025.12
8,858
286
Voxels
2025.12
5,905
291
ICA
Component Strategy=Mul...
2025.12
305
61
ICA
Component Strategy=Single
2025.12
226
44
PCA
Component Strategy=Single
2025.12
76
6
NMF
Component Strategy=Single
2025.12
19
2
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