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Benchmarks
fMRI-to-image reconstruction on Natural Scenes Dataset (NSD) Subject 2 740-image (test)
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0.2198
Pixel Correlation (PixCorr)
MindAdapter
0.219592
0.219646
0.2197
0.219754
May 23, 2026
Pixel Correlation (PixCorr)
SSIM
Feature Similarity (AlexNet, Layer 2)
Feature Similarity (AlexNet, Layer 5)
Feature Similarity (Inception)
Feature Similarity (CLIP)
Feature Similarity (EffNet-B)
Feature Similarity (SwAV)
Updated 8d ago
Evaluation Results
Method
Method
Links
Pixel Correlation (PixCorr)
SSIM
Feature Similarity (AlexNet, Layer 2)
Feature Similarity (AlexNet, Layer 5)
Feature Similarity (Inception)
Feature Similarity (CLIP)
Feature Similarity (EffNet-B)
Feature Similarity (SwAV)
MindAdapter
Subject=Subject 2, Num...
2026.05
0.2198
0.4245
88.66
94.14
84.12
83.77
0.7861
0.445
MindAligner
Subject=Subject 2, Num...
2026.05
0.2196
0.4274
88.39
93.93
83.94
83.12
0.79
0.449
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