LLM evaluation and benchmarks

Benchmark design, contamination, human evals, agentic task suites.

Track llm evaluation and benchmarks for free

Evaluation is where research meets reality. Relaylit tracks papers introducing new benchmarks, critiquing existing ones, and proposing human evaluation methodologies, across arXiv and peer-reviewed venues.

Example brief

"LLM evaluation methodology: contamination studies, agentic benchmarks, human evals. Last 6 months."

Paste this into your Relaylit profile and tweak. First digest arrives within hours.

Where Relaylit searches for this topic

arXiv

2.4M+ preprints in physics, mathematics, computer science, and quantitative disciplines.

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Semantic Scholar

200M+ academic papers with citation graphs and AI-extracted metadata across disciplines.

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Crossref

155M+ records covering journals, conference proceedings, books, and preprints with DOIs.

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How Relaylit tracks llm evaluation and benchmarks

1. Describe it once

Paste a plain-language brief for llm evaluation and benchmarks. No boolean operators, no saved-search syntax.

2. We search 3 databases

Relaylit queries arXiv, Semantic Scholar and Crossref on the live APIs, deduplicates the results, and ranks each paper against your brief.

3. Read the digest

A focused, ranked email lands weekly, biweekly, or monthly — the strongest llm evaluation and benchmarks work, not a raw feed.

Frequently asked questions

Which research databases does Relaylit search for llm evaluation and benchmarks?

Relaylit searches arXiv, Semantic Scholar and Crossref for llm evaluation and benchmarks. Every result is pulled from the live APIs each time your digest is generated, so new work reaches you within hours of being indexed.

How often will I get llm evaluation and benchmarks updates?

You choose the cadence — weekly, biweekly, or monthly. Each digest ranks every new match against your brief and emails you a focused, ranked selection instead of a raw feed.

Can I customise what counts as relevant?

Yes. You write a plain-language brief — for example: "LLM evaluation methodology: contamination studies, agentic benchmarks, human evals. Last 6 months." — and Relaylit ranks every result against it. Tighten or broaden the brief any time.

Is tracking llm evaluation and benchmarks free?

Relaylit is free for up to two topics, so you can track llm evaluation and benchmarks at no cost. Paid plans add more topics and higher frequency.