Benchmarks
ZincZinc Processing IntelligenceRecovery prediction

Zinc Leach Recovery Prediction

Predict zinc recovery through leaching and purification. Lower MAE is better.

Metric

MAE (recovery %)

Baseline

Zinc Leach Recovery Predictor

Submissions

15

Updated

2026-06-08

Leaderboard

RankSubmitterModelTypeScoreDate
1materealzn-leach-recovery-predictorSynthetic-data model1.502026-06-08
2h.novakleach-netResearch implementation1.582026-06-06
3s.iyergbmBaseline model1.712026-05-30

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 (recovery %)

Submission rules

  1. 1

    Report MAE on the official test split.

Discussion

  • s.

    s.iyer

    ML researcher · 2d

    Question

    Are ensemble submissions allowed, or single-model only? Worth stating explicitly in the rules.

    7
  • ma

    matereal

    Maintainer · 2d

    Comment

    Ensembles are allowed if reproducible from the submitted artifacts. We'll clarify in the next rules revision.

    5
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