MMErroR - Error Presence Detection: leaderboard
Metric: Error Presence Detection Accuracy (%). Source: arxiv.org. Saturation forecast: Around December 2026. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 61.39 |
| 2 | GPT-5.2 (xHigh) | 58.54 |
| 3 | Claude Opus 4.5 | 55.18 |
| 4 | Seed 2.0 Pro | 54.58 |
| 5 | Kimi K2.5 | 51.63 |
| 6 | Qwen 3 VL 32B (Thinking) | 50.43 |
| 7 | Grok 4 | 47.57 |
| 8 | Qwen 3 VL 32B Instruct | 36.91 |
| 9 | GLM-4.6V | 28.74 |
| 10 | Llama 4 Scout Instruct | 19.73 |
| 11 | Llama 4 Maverick Instruct | 18.13 |
Interactive version: theaggregate.ai/benchmark?slug=mmerror-error-presence-detection · How It Works · Data refreshed daily, snapshot 2026-09-25.