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Benchmarks
fMRI-to-video reconstruction on cc Subject 1 2017
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20.6
Semantic Acc (Frame, 50-way)
NEURONS
11.24
13.67
16.1
18.53
Nov 4, 2025
Semantic Acc (Frame, 50-way)
Semantic Acc (Frame, 2-way)
SSIM (Frame)
PSNR (Frame)
Semantic Acc (Video, 50-way)
Semantic Acc (Video, 2-way)
CLIP PCC (Video)
Updated 4d ago
Evaluation Results
Method
Method
Links
Semantic Acc (Frame, 50-way)
Semantic Acc (Frame, 2-way)
SSIM (Frame)
PSNR (Frame)
Semantic Acc (Video, 50-way)
Semantic Acc (Video, 2-way)
CLIP PCC (Video)
NEURONS
Setting=Subject-specific
2025.11
20.6
81
0.373
9.591
25.4
86.2
0.932
VCFLOW
Setting=Subject-agnostic
2025.11
14.2
78.6
0.389
10.469
18.9
84.8
0.944
GLFA
Setting=Subject-adapti...
2025.11
11.6
77.7
0.172
-
19.3
84.7
-
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