SADU - Retrieval: leaderboard

Metric: Exact-match rate (%) on the retrieval questions of SADU, the predicted element set equal to the gold set (154 software architecture diagrams (behavioral, structural and ER) with 2,431 counting and retrieval questions, temperature 0); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 11 models tracked.

Top models

#ModelScore
1Gemini 3.1 Flash Lite (Preview)68
2Gemini 2.5 Flash63
3Claude Sonnet 4.558
4Gemini 3 Flash (Preview)58
5GPT-5 Nano57
6Gemini 2.5 Flash Lite53
7Claude Haiku 4.549
8Qwen 2.5 VL 7B46
9GPT-4o Mini18

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