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Benchmarks
Image-to-Brain Signal Generation on THINGS-EEG2 (Within-subject)
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0.109
MSE
Proposed DiT-based Framework
0.10492
0.13246
0.16
0.18754
Aug 31, 2025
MSE
Pearson R
Cosine Similarity
SL Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
Pearson R
Cosine Similarity
SL Score
Proposed DiT-based Framework
evaluation_setting=Wit...
2025.08
0.109
0.425
0.402
0.614
SynBrain
evaluation_setting=Wit...
2025.08
0.156
0.366
0.347
0.577
Yamins et al.
evaluation_setting=Wit...
2025.08
0.196
0.203
0.209
0.476
Güçlü et al.
evaluation_setting=Wit...
2025.08
0.211
0.178
0.181
0.458
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