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Datasets

Current scope

xRouteBench is the only dataset planned for the first data milestone. Its current repository revision, files, configurations, splits, schema, missingness, license, and redistribution rules must be audited before full download or adapter implementation.

No raw benchmark data is committed to this repository.

Planned benchmark roles

Source Planned role
xRouteBench Primary development data, internal testing, and held-out-model experiments
LLMRouterBench Later cross-dataset validation on modern math, code, tool use, cost, and latency
RouterArena External black-box evaluation after model choices are frozen
R2-Bench Later joint model and output-budget experiments
ParetoBandit protocol Non-stationary budget and adaptation comparison

Required source manifest fields

Every ingested source must record:

  • Dataset identifier and immutable revision.
  • Verification date and source URLs.
  • Configurations, splits, row counts, columns, and dtypes.
  • File hashes where practical.
  • License and redistribution notes.
  • Download method and authentication requirements.
  • Known missingness, aliases, duplicates, and evaluation caveats.

The first completed audit will be written to reports/xroutebench_audit.md with a machine-readable schema snapshot under data/manifests/.