Capacity Estimation

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (33 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.

• OPEM (Open Source PEM Fuel Cell Simulation Tool)
  22 Jul 2018 2 repositories listed
  The Open-Source PEMFC Simulation Tool (OPEM) is a modeling tool for evaluating the performance of proton exchange membrane fuel cells.
• Neural Capacity Estimators: How Reliable Are They?
  14 Nov 2021 1 repository listed
  Recently, several methods have been proposed for estimating the mutual information from sample data using deep neural networks and without the knowing closed form distribution of the data.
• Estimating Total Lung Volume from Pixel-level Thickness Maps of Chest Radiographs Using Deep Learning
  24 Oct 2021 1 repository listed
  Synthetic radiographs and lung thickness maps were generated using forward projection of CT scans and their lung segmentations.
• Discriminative Mutual Information Estimators for Channel Capacity Learning
  7 Jul 2021 1 repository listed
  This is because it requires to carry out two formidable tasks a) the computation of the mutual information between the channel input and output, and b) its maximization with respect to the signal distribution at the…
• Top-1 CORSMAL Challenge 2020 Submission: Filling Mass Estimation Using Multi-modal Observations of Human-robot Handovers
  2 Dec 2020 1 repository listed
  CORSMAL 2020 Challenge focuses on the perception part of this problem: the robot needs to estimate the filling mass of a container held by a human.
• Capacity of Continuous Channels with Memory via Directed Information Neural Estimator
  9 Mar 2020 1 repository listed Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
  When no analytic solution is present or the channel model is unknown, there is no unified framework for calculating or even approximating capacity.

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.