CineBrain
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| fMRI Reconstruction | CineBrain Whole Brain | MSE0.188 | 30 | |
| fMRI Reconstruction | CineBrain Visual Cortex | MSE0.193 | 15 | |
| fMRI prediction | CineBrain (Internal) | MSE0.295 | 10 | |
| 100-frame fMRI prediction | CineBrain (Internal) | MSE0.291 | 5 | |
| fMRI frame prediction | CineBrain 40-frame Internal (test) | MSE0.292 | 5 | |
| EEG-to-speech reconstruction | CineBrain | FAD39.06 | 4 | |
| fMRI-to-video reconstruction | CineBrain | 2-way Accuracy93.7 | 4 | |
| fMRI-to-Video Reconstruction | CineBrain (test) | EPE2.126 | 2 |
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