STaRK — leaderboard

Semi-structured Retrieval Benchmark over textual and relational knowledge bases, covering Amazon product search, academic paper search, and biomedicine inquiries.

Source: github.com.

Interactive version: theaggregate.ai/benchmark?slug=stark · How the rankings work · Data refreshed daily, snapshot 2026-07-22.