AI + Academic Hub (in survey)

Tools & document processing

Documents in, structure out: parsing tooling measured under real workloads, with benchmarks kept distinct from parsers.

S2 Shared lane · 1 of 2 campaigns have entries ingested here · 12 of 91 entries

Shared lane

This lane is carried by both hubs of this survey.

Entries are repositories — libraries, benchmarks, specifications — admitted as evidence, not as products.

Tasks in this category

Parse PDFs & documents

Campaigns placed on this task

Multiple runs of this task exist; each is its own sealed record — no supersession is implied.

  • 2026-07-28__pdf-parsers

    run type (the campaign's own designation) high-recall-map 12 of 91 entries ingested

    Ledger rows
    16
    Screening rows
    70
    Repos in ledger
    13

  • 2026-08-02__pdf-parsers-practical-evaluation

    run type (the campaign's own designation) high-recall-map Not yet ingested

    Ledger rows
    40
    Screening rows
    116
    Repos in ledger
    28

Entries — 12 of 91 on this hub

Tasks with no entry today

1 of 2 tasks in this category carry no entry today. Each is listed with its state: ingested with no repository evidence in its ledger, on the record and not yet ingested, or planned and not yet run. Opening a row shows the campaigns placed on it, with their ledger and screening rows as recorded.

  • Multi-format document intelligence Planned No campaign has run yet. Grounded in crosswalk row backlog 20 (internal crosswalk id).

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