EgoPoint-Bench - Real-World OCR: leaderboard

Metric: Accuracy (%) on the OCR questions among the 1,162 real-world smart-glasses test questions; zero-shot (direct inference); true/false and single-choice questions by exact match, open-ended answers scored 0 to 1 by a GPT-4o judge; greedy decoding for open models, temperature 0 for API models; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 12 models tracked.

Top models

#ModelScore
1Gemini 3 Pro83.28
2Gemini 3 Flash80.9
3Qwen 3 VL 32B Instruct79.7
4GPT-5.2 Instant69.55
5Qwen 3 VL 8B Instruct68.96
6GPT-5 Mini66.27

Interactive version: theaggregate.ai/benchmark?slug=egopoint-bench-real-world-ocr · How It Works · Data refreshed daily, snapshot 2026-10-07.