Documentation/Evaluate releases

OORB RUNFP

Measure robot task success rates

Choose recorded outcomes or comparison criteria, report a Wilson confidence interval, and interpret coverage limits.

Define what counts as success

RunFP reports a run group's success rate with a Wilson confidence interval. The result depends on the outcome mode you select and the evidence actually recorded. Define the task's success condition before collecting trials.

Repeated trials must share a group label. The baseline is the reference artifact and is excluded from the set of attempts. Reimporting identical evidence does not add an independent trial.

Choose the outcome mode explicitly

ModeHow an attempt passesMissing recorded outcome
recordedThe captured process or SDK outcome indicates successExcluded and counted as missing outcome evidence
diffThe comparison meets the selected finding thresholdUses comparison evidence
auto (default)A successful recorded outcome and acceptable comparison, when an outcome existsFalls back to comparison criteria

For task success, use recorded outcomes that your application has validated:

runfp certify pick-place --outcome recorded --json

For comparison consistency, select --outcome diff. Do not describe a comparison-only pass rate as physical task success.

Read the interval alongside the rate

The default confidence level is 95%. A confidence interval communicates sampling uncertainty, even when all observed attempts passed. Report the trial count, task conditions, outcome mode, and interval with the observed rate.

These intervals do not correct for biased sampling, mislabeled outcomes, dependent trials, or untested deployment conditions. Your test design must address those limits separately.

Configure a release threshold

This example gates on an observed rate of 90%; choose a threshold appropriate to your application:

runfp certify pick-place --outcome recorded --min-success-rate 0.9 --json

To compare the interval's lower bound with that threshold instead:

runfp certify pick-place --outcome recorded --min-success-rate 0.9 --strict-interval --json

Strict interval gating needs enough trials to support the threshold. With an enabled gate, a group with no comparable attempts fails. Exit codes are 0 for pass, 1 for tool error, and 3 for gate failure.

Keep coverage claims scoped

runfp coverage pick-place --json

This reports bin coverage of recorded scalar state variables. It does not measure every physical operating condition or establish deployment safety. Track conditions such as payload, lighting, surface, and human interaction explicitly when they matter to your application.

Use these criteria in your release checks.

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