Personality Recognition on Essays Dataset (test)
72.67O RAPICEPR
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PICEPRpipeline=Embeddings Pipeline2025.12 | 72.67 | 73.16 | 68.68 | 69.2 | 64.17 | 69.03 | 65.92 | 65.15 | 65.79 | 68 | 70.54 | 68.22 | 68.22 | 64.88 | 68.22 | |
| PICEPRpipeline=Contents Pipeline2025.12 | 66.8 | 66.67 | 68.7 | 70.81 | 71.98 | 70.85 | 65.35 | 66.4 | 65.38 | 67.93 | 68.76 | 67.81 | 67.21 | 67.86 | 67.21 | |
| Psycholinguistic MLP2025.12 | 64.6 | — | — | — | — | 59.2 | — | — | 60 | — | — | 58.8 | — | — | 60.5 | |
| Word2Vec + Psycholinguistic2025.12 | 61.13 | — | — | — | — | 56.71 | — | — | 58.09 | — | — | 56.71 | — | — | 57.33 | |
| CoT with Emotion2025.12 | 61.02 | — | 60.93 | — | 68.64 | 68 | — | 63.02 | 62.01 | — | 65.01 | 64.98 | — | 56 | 56 | |
| BERT MLP2025.12 | 60.4 | — | — | — | — | 57.3 | — | — | 56.9 | — | — | 57 | — | — | 59.8 |