Benchmark manifests describe dataset-loop protocols for eval_engine/run_benchmark.py.
They may name local case and ground-truth paths, but the image data and labels
must stay outside git.
Committed files in this directory should be small *.benchmark.yaml manifests
that validate against ../spec/benchmark_dataset.schema.json.