Goal Dimension Prediction on Working Alliance Client Self-Reports (test)
0.52Pearson RCARE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CARE2026.02 | 0.52 | 0.5 | 1 | |
| GPT-4omode=zero-shot2026.02 | 0.43 | 0.4 | 2.03 | |
| DeepSeek-R1mode=zero-shot2026.02 | 0.42 | 0.39 | 2.36 | |
| Llama-3.1-70B-Instructmode=zero-shot2026.02 | 0.4 | 0.38 | 2.2 | |
| GPT-4o-minimode=zero-shot2026.02 | 0.35 | 0.31 | 1.27 | |
| Claude-3-Sonnetmode=zero-shot2026.02 | 0.35 | 0.36 | 2.09 | |
| Qwen2.5-32B-Instructmode=zero-shot2026.02 | 0.32 | 0.3 | 2.51 | |
| Human Counselor2026.02 | 0.3 | 0.27 | 1.36 | |
| Qwen2.5-14B-Instructmode=zero-shot2026.02 | 0.3 | 0.28 | 2.17 | |
| Qwen2.5-72B-Instructmode=zero-shot2026.02 | 0.3 | 0.29 | 1.95 | |
| GPT-3.5-Turbomode=zero-shot2026.02 | 0.27 | 0.24 | 2.1 | |
| Llama-3.1-8B-Instructmode=zero-shot2026.02 | 0.24 | 0.24 | 2.98 | |
| Qwen2.5-7B-Instructmode=zero-shot2026.02 | 0.22 | 0.21 | 2.63 |