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Benchmarks
fMRI-to-Video Reconstruction on cc Subject 3 2017 (test)
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14.7
Frame Semantic Acc (50-way)
VCFLOW
9.292
10.696
12.1
13.504
Nov 4, 2025
Frame Semantic Acc (50-way)
Frame Semantic Acc (2-way)
Frame Pixel SSIM
Frame Pixel PSNR
Video Semantic Acc (50-way)
Video Semantic Acc (2-way)
Video CLIP PCC
Updated 4d ago
Evaluation Results
Method
Method
Links
Frame Semantic Acc (50-way)
Frame Semantic Acc (2-way)
Frame Pixel SSIM
Frame Pixel PSNR
Video Semantic Acc (50-way)
Video Semantic Acc (2-way)
Video CLIP PCC
VCFLOW
w/o Pretrain=true
2025.11
14.7
77.6
0.375
10.335
17.8
84.5
0.94
GLFA
w/o Pretrain=false
2025.11
11.6
77.7
0.172
-
19.3
84.7
-
fMRI-PTE-V
w/o Pretrain=false
2025.11
10.7
76.5
0.161
-
18.2
83.4
-
NEURONS*
w/o Pretrain=true
2025.11
10
74.9
0.378
9.636
16
83.6
0.931
GLFA*
w/o Pretrain=true
2025.11
9.5
75.3
0.137
-
17
84.1
-
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