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Detector Benchmark.

Public snapshot of the current DataSitr detector benchmark: current gate, public-safe suite results, and explicit claim boundaries.

Loading benchmark artifact
Overall gate -

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Required suites -

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English 1K p95 -

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Frozen cases -

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02

Performance snapshot

The public page highlights the current 1K-character gating snapshot rather than publishing the full internal performance report.

03

Detector precision / recall snapshot

Per-entity-type precision/recall is published against an adversarial-FP and Saudi-name-recall corpus. Dated in-repo snapshots on curated corpora — not an external audit and not a claim of production-wide coverage.

Open precision/recall JSON
Precision / recall gate -

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Total cases -

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False positives -

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False negatives -

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04

Current benchmark suites

These are the suites currently included in the public benchmark gate.

Published suites

    05

    Research corpora coverage

    These suites were folded in from the 2026-04-26 detector research package. They expand evaluation coverage across public-domain Arabic literature, Saudi code-switched business text, and adversarial PII attacks. This section is shown separately from the frozen public gate until the new corpora complete trend-history stabilization.

    Dated in-repo benchmark over curated public-domain and synthetic research corpora; not an external audit or production-wide coverage guarantee.

    Research corpora gate -

    Separate from the frozen public gate.

    Total research records -

    Across all research suites.

    False positives -

    Across research corpora.

    False negatives -

    Across research corpora.

    Per-suite breakdown

      Adversarial attack-class metrics

        06

        Artifact and method

        This page reads the published public JSON summary. It is intentionally narrower than the internal benchmark report.

        Open JSON artifact See supporting documents Read public status
        The benchmark artifact metadata will appear here after the JSON loads.
        07

        Claim boundary

        This page is a benchmark snapshot, not a blanket claim that every customer payload or every future detector change is perfect. Public benchmark language should stay tied to a fresh artifact.

        The public benchmark page shows only the suites currently included in buyer-facing claims.

        Evaluate the product with the evidence in hand.

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