Counseling Quality Evaluation on PsycEval counselor-level
3.01EFT-TFSNormal Counselor (PsyDT)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Normal Counselor (PsyDT)Condition=No Feedback2025.08 | 3.01 | 5.34 | 7.35 | 7.14 | 8.73 | 6 | |
| Our Feedback (ETHICSCAFF)Condition=With Feedback, Supervisor Backbone=ETHICSCAFF-tuned Qwen-3-8B2025.08 | 2.97 | 5.35 | 7.22 | 7.01 | 8.54 | 6.06 | |
| Baseline FeedbackCondition=With Feedback, Supervisor Backbone=vanilla Qwen-3-8B2025.08 | 2.78 | 5.21 | 6.16 | 6.31 | 7.8 | 5.05 | |
| Novice CounselorCondition=No Feedback2025.08 | 2.21 | 4.79 | 5.62 | 5.98 | 7.65 | 4.68 |