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Benchmarks
EEG-to-speech reconstruction on EAV (SIG, BAK, OVRL)
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3.32
SIG Score
GT
1.1048
1.6799
2.255
2.8301
Jun 23, 2026
SIG Score
BAK Score
OVRL Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
SIG Score
BAK Score
OVRL Score
GT
Type=Ground Truth
2026.06
3.32
2.77
2.47
NeuroSonic
Type=Conditional Flow...
2026.06
3.31
3.07
2.59
DM
Type=Diffusion Model
2026.06
2.92
2.95
2.29
GAN
Type=Generative Advers...
2026.06
1.98
2.62
1.45
MF
Type=Mean flow baseline
2026.06
1.19
1.12
1.08
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