DRAGON (Diagrams) - Circuit-VQA: leaderboard

Metric: Evidence grounding on circuit schematics from Circuit-VQA: given the diagram, the question and the verified answer, the model returns bounding boxes for every visual element needed to justify the answer; Grounding IoU (%) between the union of predicted boxes and the union of the human-verified gold evidence boxes, averaged over the EDGE (direct), SAGE (select then ground) and VERGE (verify and refine) prompting strategies; DRAGON test split; temperature 0.2, top-p 0.7; higher is better. Source: arxiv.org. Saturation forecast: Around 2030. 8 models tracked.

Top models

#ModelScore
1Gemini 3 Pro (Preview)5.6
2Claude Opus 4.63.9
3Kimi K2.53.4
4Claude Sonnet 4.62.2
5Qwen 3.5 35B A3B2.1
6Llama 4 Maverick Instruct1.8
7Gemma 3 27B (IT)1.6

Interactive version: theaggregate.ai/benchmark?slug=dragon-diagrams-circuit-vqa · How It Works · Data refreshed daily, snapshot 2026-10-07.