DialToM - Retrospective (Motivational Interviewing): leaderboard
Metric: Correctness rate (%) on four-option multiple-choice questions of the DialToM Retrospective task: identify a speaker's mental state (belief, desire, intention, emotion, knowledge, trust) from the dialogue context, motivational interviewing domain (naturalistic human-human dialogues from AnnoMI; GPT-4o-drafted options verified by professional annotators and Dawid-Skene aggregation), zero-shot; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 97.71 |
| 2 | Qwen 3 235B A22B | 95.1 |
| 3 | Gemini 2.5 Flash | 94.77 |
| 4 | GPT-5 | 93.46 |
| 5 | GPT-4.1 | 93.14 |
| 6 | Gemini 2.5 Pro | 92.48 |
| 7 | Kimi K2 | 92.16 |
| 8 | Llama 4 Maverick | 87.58 |
| 9 | Llama 3.3 70B | 77.45 |
| 10 | GPT-OSS-120B | 75.49 |
| 11 | Mistral Small 3.2 | 61.11 |
| 12 | Mistral Nemo | 42.16 |
| 13 | Llama 3.1 8B | 30.39 |
Interactive version: theaggregate.ai/benchmark?slug=dialtom-retrospective-motivational-interviewing · How It Works · Data refreshed daily, snapshot 2026-10-07.