MMErroR - Error Presence Detection - Earth & Environment: leaderboard
Metric: Error Presence Detection Accuracy (%). Source: arxiv.org. Saturation forecast: Around December 2026. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.5 | 62.85 |
| 2 | GPT-5.2 (xHigh) | 59.29 |
| 3 | Gemini 3 Pro (Preview) | 56.49 |
| 4 | Seed 2.0 Pro | 53.44 |
| 5 | Kimi K2.5 | 49.11 |
| 6 | Qwen 3 VL 32B (Thinking) | 44.27 |
| 7 | Grok 4 | 42.75 |
| 8 | Qwen 3 VL 32B Instruct | 27.99 |
| 9 | GLM-4.6V | 25.45 |
| 10 | Llama 4 Scout Instruct | 13.23 |
| 11 | Llama 4 Maverick Instruct | 12.21 |
Interactive version: theaggregate.ai/benchmark?slug=mmerror-error-presence-detection-earth-environment · How It Works · Data refreshed daily, snapshot 2026-09-25.