PSI-Bench (Depression Simulation) - Roleplay-doh: leaderboard
Metric: Overall fidelity score (%) of the model as a depressed-patient simulator inside the Roleplay-doh framework: mean of five alignment scores with human depressed-patient conversations (narrative-emotion stage progression, valence, lexical diversity, response length, depression markers), simulated sessions with a gpt-oss-20b counsellor; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Llama 3.3 70B Instruct | 55.72 |
| 2 | Llama 3.1 8B Instruct | 52.13 |
| 3 | Qwen 2.5 72B Instruct | 51.71 |
| 4 | Qwen 3 30B A3B 2507 Instruct | 47.76 |
| 5 | GPT-4.1 Mini | 45.36 |
| 6 | GPT-OSS-20B | 38.72 |
| 7 | GPT-OSS-120B | 33.31 |
Interactive version: theaggregate.ai/benchmark?slug=psi-bench-depression-simulation-roleplay-doh · How It Works · Data refreshed daily, snapshot 2026-10-07.