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Comparative Evaluation of Classification Performance. Column “Eye” indicates whether eye movement data was used. Values in bold correspond to the best results.
| Models | Eye | Precision | Recall | F1-score |
|---|---|---|---|---|
| SonoNet-16 FE | No | 73.6 | 74.1 | 73.8 |
| SonoNet-16 FT | No | 85.1 | 64.7 | 73.5 |
| SEN-Concat | Yes | 95.3 | 74.4 | 85.4 |
| SEN-Early FE | Yes | 93.8 | 76.8 | 84.5 |
| SEN-Late FE | Yes | 96.1 | 91.3 | 93.6 |
| SEN-Late FT | Yes | 96.5 | 99.0 | 97.8 |
