Brain Decoding on BCI Competition IV: ECoG to Finger Movements
Metric: Pearson Correlation (higher is better)
LeaderboardDataset
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Results
Submit a result| # | Model↕ | Pearson Correlation▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FingerFlex | 0.67 | No | FingerFlex: Inferring Finger Trajectories from E... | 2022-10-23 | Code |
| 2 | Gradient boosted trees on Riemannian features | 0.53 | No | - | - | - |
| 3 | CNN-LSTM | 0.52 | No | - | - | - |
| 4 | Multi purpose CNN | 0.52 | No | - | - | - |
| 5 | Linear regression based on band-specific ECoG | 0.48 | No | - | - | - |
| 6 | Interpretable Compact CNN | 0.45 | No | - | - | - |
| 7 | Switching linear models | 0.43 | No | - | - | - |