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ResearchFormerly WizWand

Patient Simulation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Patient Simulation Profile Modeling Dataset

0.94Realism

15

Mar 25, 2026

67.82BERTScore

10

Jun 9, 2026

69.86BERTScore

10

Jun 9, 2026

Qwen2.5-72B+MSPRP

3.939Persona Consistency

9

Feb 26, 2026

Ch-PatientSim (test)

Qwen2.5-72B+MSPRP

0.205BLEU-1

9

Feb 26, 2026

Client-Therapist Interactions (Bad Therapist persona)

4.9Factual Consistency

5

Feb 26, 2026

Client-Therapist Interactions CBT Therapist persona

4.8Factual Consistency

5

Feb 26, 2026

Patient Simulation Evaluation Set Stigma context

6.71Authenticity

4

Jun 9, 2026

Patient Simulation Evaluation Set Original context

6.09Authenticity

4

Jun 9, 2026