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Feedback Generation Evaluation on Expert Evaluation Feedback Quality
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4.01
Accuracy
PsyScore
2.8348
3.1399
3.445
3.7501
Jun 18, 2026
Accuracy
Actionability
Adaptivity
Specificity
Tone
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Actionability
Adaptivity
Specificity
Tone
PsyScore
Model=PsyScore (Full)
2026.06
4.01
4.13
4.21
4.17
4.25
PsyScore-No-IRT
Ablation=No IRT layer
2026.06
3.65
4.03
3.48
3.84
3.77
Qwen-3
Model=Qwen-3
2026.06
3.13
2.91
2.91
2.7
3.11
GPT-4o
Model=GPT-4o
2026.06
3.1
2.88
2.79
2.55
3.15
Llama-4
Model=Llama-4
2026.06
2.88
2.42
2.66
2.34
2.62
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