Image Deep Networks

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

2 shown of 2 papers with code (3 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.

• Demystify Transformers & Convolutions in Modern Image Deep Networks
  10 Nov 2022 1 repository listed Syntology ran 2 of 5 samples · 3 unverified
  Vision transformers have gained popularity recently, leading to the development of new vision backbones with improved features and consistent performance gains.
• Stochastic regularized majorization-minimization with weakly convex and multi-convex surrogates
  5 Jan 2022 1 repository listed
  The surrogates are required to be strongly convex and convergence rate analysis for the general non-convex setting was not available.

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.