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Benchmarks
fMRI-to-image reconstruction on Overall Average NSD, HCP, BOLD5000, NOD
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0.104
PixCorr
PictorialCortex
0.01352
0.03701
0.0605
0.08399
Jan 21, 2026
PixCorr
LPIPS
AlexNet (2) Feature Similarity
AlexNet (5) Feature Similarity
Inception Feature Similarity
CLIP Feature Similarity
EffNet-B Feature Similarity
SwAV Feature Similarity
Updated 1mo ago
Evaluation Results
Method
Method
Links
PixCorr
LPIPS
AlexNet (2) Feature Similarity
AlexNet (5) Feature Similarity
Inception Feature Similarity
CLIP Feature Similarity
EffNet-B Feature Similarity
SwAV Feature Similarity
PictorialCortex
Evaluation Protocol=Ze...
2026.01
0.104
0.69
71.5
75.9
69.9
71.2
0.88
0.544
MindEye2
Evaluation Protocol=Ze...
2026.01
0.095
0.739
58.2
59.8
57.9
56.5
0.948
0.616
MindBridge
Evaluation Protocol=Ze...
2026.01
0.05
0.751
58.6
62.9
60.2
60.6
0.954
0.626
NeuroPictor
Evaluation Protocol=Ze...
2026.01
0.017
0.731
54.7
57.4
56.9
56.9
0.952
0.622
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