Facies Classification

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (6 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• A Machine Learning Benchmark for Facies Classification
  12 Jan 2019 5 repositories listed Syntology ran 1 of 12 samples · 11 unverified
  In addition to making the dataset and the code publicly available, this work helps advance research in this area by creating an objective benchmark for comparing the results of different machine learning approaches for…
• Facies Classification with Copula Entropy
  24 Jan 2025 1 repository listed
  In this paper we propose to apply copula entropy (CE) to facies classification.
• Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation
  29 Aug 2018 1 repository listed
  This paper shows the inclusion of physics-motivated feature interaction in feature augmentation can further improve the capability of machine learning in rock facies classification.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.