VIOVIO Survey BenchmarkGitHub Pages reproducible benchmark

Lesson 05 / All readers

Read benchmark results

Interpret TBD-heavy public tables without inventing numbers.

Learning outcomes

  • Read status values without treating them as scores
  • Compare methods only across validated numeric rows
  • Check denominators and missing-data policy before averaging

Beginner explanation

TBD means a value is not validated yet. N/A means the value does not apply to that case. Neither is a hidden numeric score.

A result table can still be useful before numbers exist because it defines the benchmark schema and artifact contract.

Expert checks

Averages must report denominators and exclude non-numeric rows unless a visible rule says otherwise.

Do not mix raw, aligned, smoothed, or correction-applied trajectories in one metric column.

Practice task

Pick one result row and verify its system, dataset, mode, artifact path, status, and missing-data rule.