EgoPoint-Bench - Real-World Function & State: leaderboard

Metric: Accuracy (%) on the Function & State 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 Pro75.44
2Gemini 3 Flash73.98
3GPT-5.2 Instant67.49
4GPT-5 Mini66.73
5Qwen 3 VL 32B Instruct65.03
6Qwen 3 VL 8B Instruct58.42

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