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COVER-Fish/Reference-Update-Benchmark

COVER-Fish Reference-Update Benchmark This benchmark studies how reference-corpus updates change a frozen recognition system, instantiated on fine-grained fish identification. It publishes the versioned control plane behind COVER-Fish: row-level manifests, gallery states, taxonomy, tensor bindings, transition evidence, protocols and dependency locks. The benchmark does not duplicate the 83 GB Full Payload Archive. Large source archives and frozen tensors remain in the immutable… See the full description on the dataset page: https://huggingface.co/datasets/COVER-Fish/Reference-Update-Benchmark.

sourceHugging Faceotherupdated 2mo agoView on Hugging Face
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1cff-version: 1.2.02message: "Cite this benchmark DOI when using gallery states, embeddings, ledgers, or replay protocols."3title: "COVER-Fish Reference-Update Benchmark"4type: dataset5authors:6  - family-names: Li7    given-names: Liang8    orcid: "https://orcid.org/0009-0004-0467-7032"9repository-code: "https://github.com/Leonccaa/coverfish"10url: "https://huggingface.co/datasets/COVER-Fish/Reference-Update-Benchmark"11date-released: 2026-07-3012license: other13