Datasets › ShapeNet › Papers where code ran, page 1

ShapeNet

Papers archive 2025-07-28

papers with a benchmark row: 93 · with a code link: 79 · where Syntology ran a sample: 39 (34 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (39 of 93 with a benchmark row: 34 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not run it on this dataset or check it against this dataset's benchmarks.

Page 1 of 1: papers 1 to 39 of the 39 papers with a benchmark row here where Syntology ran at least one harvested sample (34 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 1,947. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation 1 3 4 Jul 2023 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Self-positioning Point-based Transformer for Point Cloud Understanding 1 1 29 Mar 2023 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (9 pointer-only for licence)
Point2Vec for Self-Supervised Representation Learning on Point Clouds 1 1 29 Mar 2023 official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis 3 1 14 Mar 2023 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
Parametric Surface Constrained Upsampler Network for Point Cloud 1 1 14 Mar 2023 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (6 pointer-only for licence)
Attention-based Point Cloud Edge Sampling 1 2 28 Feb 2023 official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers 1 1 11 Jan 2023 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence)
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning 2 1 21 Nov 2022 official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (4 pointer-only for licence)
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting 1 1 4 Aug 2022 official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies 3 1 9 Jun 2022 official (archive's flag): 3 ran · 10 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified
PointVector: A Vector Representation In Point Cloud Analysis 1 1 21 May 2022 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (10 pointer-only for licence)
POCO: Point Convolution for Surface Reconstruction 1 1 5 Jan 2022 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (6 pointer-only for licence)
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning 1 1 20 Oct 2021 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis 3 1 4 May 2021 community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data 2 3 29 Mar 2021 official (archive's flag): 17 ran · 17 ran (of which 7 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 8 where Syntology's instrument failed) · 10 unverified
PCT: Point cloud transformer 11 1 17 Dec 2020 community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified
Point Transformer 2 1 2 Nov 2020 official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
GRNet: Gridding Residual Network for Dense Point Cloud Completion 1 1 6 Jun 2020 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Dense-Resolution Network for Point Cloud Classification and Segmentation 1 1 14 May 2020 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified
Morphing and Sampling Network for Dense Point Cloud Completion 2 1 30 Nov 2019 official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds 3 1 20 Sep 2019 official (archive's flag): 2 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing 1 1 9 Sep 2019 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer 1 1 3 Aug 2019 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
Point-Voxel CNN for Efficient 3D Deep Learning 4 1 8 Jul 2019 official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (5 pointer-only for licence)
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows 12 3 28 Jun 2019 official (archive's flag): 7 ran · 18 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 0 violated, 16 with no contract checked; 1 where Syntology's instrument failed) · 15 unverified (5 pointer-only for licence)
KPConv: Flexible and Deformable Convolution for Point Clouds 10 1 18 Apr 2019 official (archive's flag): 4 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (3 pointer-only for licence)
Relation-Shape Convolutional Neural Network for Point Cloud Analysis 4 1 16 Apr 2019 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified
ConvPoint: Continuous Convolutions for Point Cloud Processing 1 1 4 Apr 2019 official (archive's flag): 3 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning 2 5 3 Apr 2019 official (archive's flag): 8 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
PointConv: Deep Convolutional Networks on 3D Point Clouds 9 1 17 Nov 2018 official (archive's flag): 1 ran · 14 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 7 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence)
PCN: Point Completion Network 5 1 2 Aug 2018 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters 1 1 30 Mar 2018 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence)
SO-Net: Self-Organizing Network for Point Cloud Analysis 3 1 12 Mar 2018 official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Dynamic Graph CNN for Learning on Point Clouds 21 1 24 Jan 2018 official (archive's flag): 1 ran · 16 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 9 where Syntology's instrument failed) · 28 unverified (31 pointer-only for licence)
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space 68 2 7 Jun 2017 36 ran (of which 31 constructed an object rather than computing a result; 33 with no instrument failure: 0 honoured, 0 violated, 33 with no contract checked; 3 where Syntology's instrument failed) · 31 unverified (26 pointer-only for licence)
Submanifold Sparse Convolutional Networks 8 1 5 Jun 2017 community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation 110 1 2 Dec 2016 103 ran (of which 45 constructed an object rather than computing a result; 75 with no instrument failure: 0 honoured, 0 violated, 75 with no contract checked; 28 where Syntology's instrument failed) · 61 unverified (92 pointer-only for licence)
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation 27 1 21 Jun 2016 59 ran (of which 18 constructed an object rather than computing a result; 42 with no instrument failure: 4 honoured, 0 violated, 38 with no contract checked; 17 where Syntology's instrument failed) · 17 unverified (20 pointer-only for licence)
Pointer Networks 21 1 9 Jun 2015 18 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 5 where Syntology's instrument failed) · 5 unverified (9 pointer-only for licence)