MMErroR - Error Presence Detection - Data & Analytics: leaderboard
Metric: Error Presence Detection Accuracy (%). Source: arxiv.org. Saturation forecast: Around January 2027. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 (xHigh) | 65.88 |
| 2 | Gemini 3 Pro (Preview) | 62.5 |
| 3 | Kimi K2.5 | 55.41 |
| 4 | Claude Opus 4.5 | 55.07 |
| 5 | Grok 4 | 53.38 |
| 6 | Seed 2.0 Pro | 53.38 |
| 7 | Qwen 3 VL 32B (Thinking) | 52.7 |
| 8 | Qwen 3 VL 32B Instruct | 41.55 |
| 9 | GLM-4.6V | 31.76 |
| 10 | Llama 4 Maverick Instruct | 30.41 |
| 11 | Llama 4 Scout Instruct | 28.72 |
Interactive version: theaggregate.ai/benchmark?slug=mmerror-error-presence-detection-data-analytics · How It Works · Data refreshed daily, snapshot 2026-09-25.