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Search and deep research

WebBench-Search

Search APIs asked for dated documents by the words a person would type (arXiv papers submitted days, a month and a year before the run): is the document in the top results, and how fresh is the index?

About WebBench-Search

What it measures

MRR and hit@1 by exact identifier match in the result URL, hit@5, evidence@5 (identifier or exact title in a top-5 title/snippet), per age bucket; latency p50/p95. No judge.

Scope & limitations

One document class (arXiv papers) on the live web; index freshness depends on the run date, so compare rows from the same sitting.

Evaluation environment

Items drawn from arXiv's API on the run date; one request per item at 1.5 s pacing, only HTTP 429 retried with backoff (same for every provider); every provider sees the same items.

Source

Original benchmark

Dataset & task catalog ↗