Ferroalloy Composition Prediction
Predict tapped alloy composition from furnace charge and operating conditions. Lower MAE is better.
Metric
MAE (wt%)
Baseline
Ferroalloy Composition Predictor
Submissions
11
Updated
2026-06-04
Leaderboard
| Rank | Submitter | Model | Type | Score | Date |
|---|---|---|---|---|---|
| 1 | matereal | feall-composition-predictor | Synthetic-data model | 0.30 | 2026-06-04 |
| 2 | t.berg | furnace-mlp | Baseline model | 0.33 | 2026-05-28 |
| 3 | a.costa | linear | Baseline model | 0.44 | 2026-05-20 |
Entries are reference and research submissions on the open split. Scores are illustrative and require plant-specific validation for industrial use.
Task definition
Dataset
Ferroalloy Furnace DatasetEvaluation metric
MAE (wt%)
Submission rules
- 1
Report mean MAE across reported elements.
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
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