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.
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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 