Personality Expression on PERSONALITYBENCH (test)
4.92Agreeableness ScorePDD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PDDBackbone=Qwen2.5-7B-Instruct2026.03 | 4.92 | 4.97 | 4.66 | 3.54 | 4.75 | 4.57 | |
| PPBackbone=Qwen2.5-7B-Instruct2026.03 | 4.9 | 4.98 | 4.59 | 3.45 | 4.75 | 4.53 | |
| PDDBackbone=LLaMA-3-8B-Instruct2026.03 | 4.84 | 4.82 | 4.3 | 4.13 | 4.78 | 4.57 | |
| PASBackbone=Qwen2.5-7B-Instruct2026.03 | 4.83 | 4.61 | 4.65 | 3.74 | 4.61 | 4.49 | |
| PPBackbone=LLaMA-3-8B-Instruct2026.03 | 4.82 | 4.67 | 4.33 | 4.19 | 4.33 | 4.47 | |
| SPBackbone=Qwen2.5-7B-Instruct2026.03 | 4.81 | 4.47 | 4.68 | 3.02 | 4.56 | 4.31 | |
| ICLBackbone=Qwen2.5-7B-Instruct2026.03 | 4.81 | 4.19 | 4.32 | 3.12 | 4.67 | 4.22 | |
| NPTIBackbone=Qwen2.5-7B-Instruct2026.03 | 4.73 | 4.74 | 4.71 | 3.39 | 4.83 | 4.48 | |
| SPBackbone=LLaMA-3-8B-Instruct2026.03 | 4.68 | 4.26 | 4.12 | 3.26 | 3.72 | 4.01 | |
| PASBackbone=LLaMA-3-8B-Instruct2026.03 | 4.68 | 4.3 | 4.26 | 4.02 | 4.44 | 4.34 | |
| ICLBackbone=LLaMA-3-8B-Instruct2026.03 | 4.67 | 3.76 | 4.36 | 3.61 | 4.03 | 4.09 | |
| NPTIBackbone=LLaMA-3-8B-Instruct2026.03 | 4.63 | 4.16 | 4.38 | 4.82 | 4.68 | 4.53 | |
| OPADBackbone=LLaMA-3-8B-Instruct2026.03 | 4.6 | 4.72 | 3.74 | 3.68 | 4.5 | 4.25 | |
| OPADBackbone=Qwen2.5-7B-Instruct2026.03 | 4.53 | 4.66 | 4.26 | 3.79 | 4.44 | 4.34 |