MMErroR - Error Presence Detection - Physics & Engineering: 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) | 63.83 |
| 2 | Seed 2.0 Pro | 58.17 |
| 3 | GPT-5.2 (xHigh) | 55.99 |
| 4 | Claude Opus 4.5 | 50.76 |
| 5 | Kimi K2.5 | 48.58 |
| 6 | Qwen 3 VL 32B (Thinking) | 46.84 |
| 7 | Grok 4 | 43.57 |
| 8 | Qwen 3 VL 32B Instruct | 36.17 |
| 9 | GLM-4.6V | 27.23 |
| 10 | Llama 4 Scout Instruct | 18.74 |
| 11 | Llama 4 Maverick Instruct | 16.12 |
Interactive version: theaggregate.ai/benchmark?slug=mmerror-error-presence-detection-physics-engineering · How It Works · Data refreshed daily, snapshot 2026-09-25.