MMErroR - Error Presence Detection - Biology & Healthcare: leaderboard
Metric: Error Presence Detection Accuracy (%). Source: arxiv.org. Saturation forecast: Around February 2027. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 59.94 |
| 2 | Claude Opus 4.5 | 55.74 |
| 3 | Qwen 3 VL 32B (Thinking) | 54.06 |
| 4 | Kimi K2.5 | 51.54 |
| 5 | GPT-5.2 (xHigh) | 51.26 |
| 6 | Grok 4 | 50.14 |
| 7 | Seed 2.0 Pro | 49.86 |
| 8 | Qwen 3 VL 32B Instruct | 44.54 |
| 9 | GLM-4.6V | 35.01 |
| 10 | Llama 4 Scout Instruct | 18.21 |
| 11 | Llama 4 Maverick Instruct | 17.09 |
Interactive version: theaggregate.ai/benchmark?slug=mmerror-error-presence-detection-biology-healthcare · How It Works · Data refreshed daily, snapshot 2026-09-25.