Named Entity Recognition on ZuCo (10-fold cross validation)
91.28PrecisionCogAlign
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CogAlignSignals=eye+EEG2021.06 | 91.28 | 83.02 | 86.79 | |
| CogAlignSignals=eye2021.06 | 90.76 | 82.52 | 86.41 | |
| Base+TASignals=eye2021.06 | 90.75 | 81.77 | 85.93 | |
| Base+TASignals=eye+EEG2021.06 | 90.75 | 82.94 | 86.31 | |
| BaseSignals=eye2021.06 | 90.56 | 81.05 | 85.43 | |
| CogAlignSignals=EEG2021.06 | 89.87 | 83.08 | 86.21 | |
| BaseSignals=EEG2021.06 | 89.82 | 80.55 | 84.76 | |
| BaseSignals=eye+EEG2021.06 | 89.7 | 81.11 | 85.11 | |
| Base+TASignals=EEG2021.06 | 89.54 | 82.22 | 85.62 | |
| Base*Signals=none2021.06 | 89.34 | 78.6 | 83.48 | |
| Hollenstein et al.Signals=EEG2021.06 | 86.7 | 81.5 | 83.9 | |
| Hollenstein et al.Signals=eye2021.06 | 86.2 | 84.3 | 85.1 | |
| Hollenstein et al.Signals=eye+EEG2021.06 | 85.1 | 83.2 | 84 |