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.
