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Bond Dimension Prediction on Working Alliance Client Self-Reports (test)

0.46Pearson CorrelationCARE
0.21040.27520.340.4048Feb 24, 2026

Evaluation results

MethodLinks
CARE2026.020.460.410.7
DeepSeek-R1mode=zero-shot2026.020.40.370.77
GPT-4omode=zero-shot2026.020.370.350.97
GPT-4o-minimode=zero-shot2026.020.340.310.9
Llama-3.1-70B-Instructmode=zero-shot2026.020.330.30.92
GPT-3.5-Turbomode=zero-shot2026.020.30.281.89
Qwen2.5-14B-Instructmode=zero-shot2026.020.30.272.4
Claude-3-Sonnetmode=zero-shot2026.020.290.231.51
Qwen2.5-32B-Instructmode=zero-shot2026.020.270.252.37
Qwen2.5-72B-Instructmode=zero-shot2026.020.270.242.06
Llama-3.1-8B-Instructmode=zero-shot2026.020.260.273.31
Qwen2.5-7B-Instructmode=zero-shot2026.020.250.231.25
Human Counselor2026.020.220.211.24