Radio Interferometry

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (20 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.

• IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors
  5 Jan 2025 1 repository listed
  Inferring sky surface brightness distributions from noisy interferometric data in a principled statistical framework has been a key challenge in radio astronomy.
• Energy and polarization based on-line interference mitigation in radio interferometry
  19 Dec 2024 1 repository listed
  We combine statistics based on the energy as well as the polarization alignment of the correlated signal to develop an on-line RFI mitigation scheme that can be applied to a data stream produced by the correlator in…
• Self-supervised learning for radio-astronomy source classification: a benchmark
  21 Nov 2024 1 repository listed
  This study explores the application of SSL to radio astronomy, comparing the performance of SSL-trained models with that of traditional models pretrained on natural images, evaluating the importance of data curation for…
• Learned radio interferometric imaging for varying visibility coverage
  14 May 2024 1 repository listed Syntology ran 8 of 11 samples · 3 unverified · 11 pointer-only (licence)
  The challenge in designing learned, data-driven reconstruction techniques for radio interferometry is that they need to be agnostic to the varying visibility coverages of the telescope, since these are different for…
• DeepSource: Point Source Detection using Deep Learning
  7 Jul 2018 1 repository listed Syntology ran 0 of 9 samples · 9 unverified
  For uniformly-weighted images it achieves a Purity x Completeness (PC) score at SNR = 3 of 0.
• Reconstructing Video from Interferometric Measurements of Time-Varying Sources
  3 Nov 2017 1 repository listed
  Most recently, the Event Horizon Telescope (EHT) has extended VLBI to short millimeter wavelengths with a goal of achieving angular resolution sufficient for imaging the event horizons of nearby supermassive black holes.

Syntology lines on 2 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.