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| COUNSELOR MODEL BENCHMARK REPORT | |
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| PERFORMANCE COMPARISON: | |
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| LENGTH_SCORE: | |
| Base Model: 0.807 (±0.154) | |
| Fine-tuned Model: 0.808 (±0.202) | |
| Improvement: +0.1% | |
| QUESTION_SCORE: | |
| Base Model: 0.670 (±0.470) | |
| Fine-tuned Model: 0.910 (±0.286) | |
| Improvement: +35.8% | |
| SUPPORT_SCORE: | |
| Base Model: 0.236 (±0.186) | |
| Fine-tuned Model: 0.082 (±0.120) | |
| Improvement: -65.3% | |
| EMPATHY_SCORE: | |
| Base Model: 0.267 (±0.099) | |
| Fine-tuned Model: 0.141 (±0.100) | |
| Improvement: -47.2% | |
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| OVERALL PERFORMANCE: | |
| Base Model: 0.495 | |
| Fine-tuned Model: 0.485 | |
| Overall Improvement: -2.0% | |
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