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CineBrain dataset and benchmarks · SOTA2 Research

Research Datasets

CineBrain

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

fMRI Reconstruction

CineBrain Whole Brain

0.188MSE

30

fMRI Reconstruction

CineBrain Visual Cortex

0.193MSE

15

fMRI prediction

CineBrain (Internal)

0.295MSE

10

100-frame fMRI prediction

CineBrain (Internal)

0.291MSE

5

fMRI frame prediction

CineBrain 40-frame Internal (test)

0.292MSE

5

EEG-to-speech reconstruction

CineBrain

39.06FAD

4

fMRI-to-video reconstruction

CineBrain

93.72-way Accuracy

4

fMRI-to-Video Reconstruction

CineBrain (test)

2.126EPE

2

Popular tasks

fMRI-to-Video Reconstruction fMRI Reconstruction fMRI frame prediction fMRI prediction 100-frame fMRI prediction

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