Quality-Decision Delay Estimation
Estimate constraint idle minutes accrued while production waits on lab, release, and process decisions. Lower MAE per batch is better.
Metric
MAE (min/batch)
Baseline
Quality-Decision Delay Estimator
Submissions
10
Updated
2026-06-19
Leaderboard
| Rank | Submitter | Model | Type | Score | Date |
|---|---|---|---|---|---|
| 1 | p.nakamura | delay-seq | Research implementation | 2.7 | 2026-06-19 |
| 2 | matereal | quality-decision-delay-estimator | Synthetic-data model | 3.1 | 2026-06-06 |
| 3 | d.moreau | median-baseline | Baseline model | 4.2 | 2026-05-28 |
Entries are reference and research submissions on the open split. Scores are illustrative and require plant-specific validation for industrial use.
Task definition
Evaluation metric
MAE (min/batch)
Submission rules
- 1
Report idle-minute MAE per batch, split by decision type.
- 2
Verbal approvals are out of scope; score only timestamped events.
Discussion
- s.Question
s.iyer
ML researcher · 2d
Are ensemble submissions allowed, or single-model only? Worth stating explicitly in the rules.
7 - maComment
matereal
Maintainer · 2d
Ensembles are allowed if reproducible from the submitted artifacts. We'll clarify in the next rules revision.
5
Contribute to open industrial AI
Browse open models, datasets, benchmarks, and process maps, or start a discussion. Customer plant data and private deployments stay confidential.