OmniCoT-Real: leaderboard
Metric: Overall accuracy (%), question-weighted over See, Locate and Move, on OmniCoT-Real (1,073 manually annotated questions on real-world indoor panoramas), chain-of-thought prompting. Source: arxiv.org. Saturation forecast: Around 2028. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 30.1 |
| 2 | GPT-5 | 29.45 |
| 3 | Qwen 2.5 VL 7B Instruct | 15.28 |
Interactive version: theaggregate.ai/benchmark?slug=omnicot-real · How It Works · Data refreshed daily, snapshot 2026-09-29.