3D Architecture

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

1 subtask in the archive's task tree.

Most implemented papers archive 2025-07-28

11 shown of 11 papers with code (23 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.

• Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation
  8 Jun 2016 2 repositories listed
  Recently there has been an increasing trend to use deep learning frameworks for both 2D consumer images and for 3D medical images.
• Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Detection
  20 Aug 2015 2 repositories listed
  Efforts to automate the reconstruction of neural circuits from 3D electron microscopic (EM) brain images are critical for the field of connectomics.
• Towards Automating the Retrospective Generation of BIM Models: A Unified Framework for 3D Semantic Reconstruction of the Built Environment
  3 Jun 2024 1 repository listed
  The adoption of Building Information Modeling (BIM) is beneficial in construction projects.
• SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images
  23 Oct 2023 1 repository listed Syntology ran 7 of 14 samples · 7 unverified
  In this paper, we introduce SAM-Med3D for general-purpose segmentation on volumetric medical images.
• SkateboardAI: The Coolest Video Action Recognition for Skateboarding
  2 Aug 2023 1 repository listed
  Impressed by the coolest skateboarding sports program from 2021 Tokyo Olympic Games, we are the first to curate the original real-world video datasets "SkateboardAI" in the wild, even self-design and implement diverse…
• PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime Characters
  25 Mar 2023 1 repository listed
  We propose PAniC-3D, a system to reconstruct stylized 3D character heads directly from illustrated (p)ortraits of (ani)me (c)haracters.
• Improved distinct bone segmentation in upper-body CT through multi-resolution networks
  31 Jan 2023 1 repository listed
  The approach thus improves the accuracy and efficiency of distinct bone segmentation from upper-body CT.
• ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding
  10 Dec 2022 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  Then, ULIP learns a 3D representation space aligned with the common image-text space, using a small number of automatically synthesized triplets.
• Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification
  1 Dec 2020 1 repository listed
  By using the proposed temporal modeling method (T-OSA), and the efficient factorized component (D(2+1)D), we construct two types of VoV3D networks, VoV3D-M and VoV3D-L.
• DR-Unet104 for Multimodal MRI brain tumor segmentation
  4 Nov 2020 1 repository listed
  We verified the effect of introducing the regularisation of dropout with small rate (e.
• 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation
  28 Mar 2018 1 repository listed
  We present 3DMV, a novel method for 3D semantic scene segmentation of RGB-D scans in indoor environments using a joint 3D-multi-view prediction network.

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.