Personality Trait Classification on Kaggle Dataset
74.68BA (Openness)ADAM (CLAD)
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ADAM (CLAD)Training Loss=ADAM (CLAD)2026.04 | 74.68 | 83.22 | 70.11 | 65 | 74.05 | 60.85 | 79.08 | 81.67 | 74.48 | 72.69 | |
| bge-m3Training Loss=Weighted Binary Cross-Entropy (BCE)2026.04 | 68.53 | 86.53 | 66.49 | 59.64 | 68.63 | 53.53 | 75.75 | 76.7 | 69.85 | 69.1 | |
| LaBSETraining Loss=Weighted Binary Cross-Entropy (BCE)2026.04 | 67.85 | 86.5 | 65.63 | 58.3 | 66.96 | 50.13 | 73.84 | 74.93 | 68.57 | 67.46 | |
| multilingual-e5-large-instructTraining Loss=Weighted Binary Cross-Entropy (BCE)2026.04 | 66.14 | 84.96 | 64.45 | 57 | 67.85 | 51.94 | 74.96 | 76 | 68.35 | 67.48 | |
| embeddinggemma-300mTraining Loss=Weighted Binary Cross-Entropy (BCE)2026.04 | 64.5 | 84.66 | 64.92 | 57.73 | 67.02 | 50.29 | 72.49 | 73.66 | 67.23 | 66.59 | |
| Qwen3-Embedding-0.6BTraining Loss=Weighted Binary Cross-Entropy (BCE)2026.04 | 63.9 | 84.7 | 63.88 | 56.32 | 66.22 | 48.64 | 75.26 | 76.34 | 67.32 | 66.5 |