Therapeutic Quality Judging on Therapeutic quality evaluation dataset
0.989ICC(C,1)TheraJudge
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TheraJudgeDimension=Guidance2026.06 | 0.989 | 0.948 | 0.981 | 0.05 | |
| TheraJudgeDimension=Informativeness2026.06 | 0.983 | 0.918 | 0.977 | 0.077 | |
| TheraJudgeDimension=Relevance2026.06 | 0.96 | 0.9 | 0.929 | 0.085 | |
| TheraJudgeDimension=Understanding2026.06 | 0.96 | 0.882 | 0.946 | 0.106 | |
| Best of Closed-SourceDimension=Guidance, Backbone=o4-mini2026.06 | 0.948 | 0.744 | 0.786 | 0.233 | |
| TheraJudgeDimension=Helpfulness2026.06 | 0.945 | 0.694 | 0.934 | 0.291 | |
| TheraJudgeDimension=Empathy2026.06 | 0.932 | 0.709 | 0.919 | 0.27 | |
| Qwen-2.5-7B-SFTDimension=Guidance, Evaluation Protocol=SFT2026.06 | 0.929 | 0.852 | 0.911 | 0.114 | |
| Qwen-2.5-7B-SFTDimension=Helpfulness, Evaluation Protocol=SFT2026.06 | 0.921 | 0.82 | 0.926 | 0.16 | |
| Best of Closed-SourceDimension=Informativeness, Backbone=o4-mini2026.06 | 0.918 | 0.638 | 0.908 | 0.34 | |
| Best of Closed-SourceDimension=Empathy, Backbone=Claude-3.72026.06 | 0.906 | 0.429 | 0.474 | 0.528 | |
| Best of Closed-SourceDimension=Helpfulness, Backbone=Claude-3.72026.06 | 0.9 | 0.734 | 0.742 | 0.258 | |
| Qwen-2.5-7B-SFTDimension=Informativeness, Evaluation Protocol=SFT2026.06 | 0.895 | 0.805 | 0.886 | 0.178 | |
| TheraJudgeDimension=Safety2026.06 | 0.879 | 0.561 | 0.848 | 0.901 | |
| Qwen-2.5-7B-SFTDimension=Empathy, Evaluation Protocol=SFT2026.06 | 0.874 | 0.459 | 0.866 | 0.518 | |
| Best of Closed-SourceDimension=Understanding, Backbone=o4-mini2026.06 | 0.871 | 0.636 | 0.592 | 0.302 | |
| Qwen-2.5-7B-ZSDimension=Understanding, Evaluation Protocol=Zero-Shot2026.06 | 0.87 | 0.471 | 0.712 | 0.453 | |
| Qwen-2.5-7B-SFTDimension=Understanding, Evaluation Protocol=SFT2026.06 | 0.803 | 0.646 | 0.743 | 0.216 | |
| Qwen-2.5-7B-ZSDimension=Informativeness, Evaluation Protocol=Zero-Shot2026.06 | 0.802 | 0.573 | 0.669 | 0.376 | |
| Qwen-2.5-7B-ZSDimension=Helpfulness, Evaluation Protocol=Zero-Shot2026.06 | 0.761 | 0.394 | 0.74 | 0.493 | |
| Qwen-2.5-7B-SFTDimension=Relevance, Evaluation Protocol=SFT2026.06 | 0.76 | 0.636 | 0.695 | 0.175 | |
| Best of Closed-SourceDimension=Relevance, Backbone=Claude-3.72026.06 | 0.73 | 0.394 | 0.743 | 0.594 | |
| Best of Closed-SourceDimension=Safety, Backbone=Claude-3.72026.06 | 0.685 | 0.333 | 0.597 | 0.628 | |
| Qwen-2.5-7B-ZSDimension=Guidance, Evaluation Protocol=Zero-Shot2026.06 | 0.65 | 0.45 | 0.499 | 0.374 | |
| Qwen-2.5-7B-ZSDimension=Empathy, Evaluation Protocol=Zero-Shot2026.06 | 0.616 | 0.164 | 0.602 | 0.544 | |
| Qwen-2.5-7B-SFTDimension=Safety, Evaluation Protocol=SFT2026.06 | 0.605 | 0.429 | 0.451 | 0.242 | |
| Qwen-2.5-7B-ZSDimension=Relevance, Evaluation Protocol=Zero-Shot2026.06 | 0.519 | 0.31 | 0.263 | 0.292 | |
| Qwen-2.5-7B-ZSDimension=Safety, Evaluation Protocol=Zero-Shot2026.06 | 0.145 | 0.015 | 0.079 | 0.427 |