Datasets › ScanNet › Papers, page 2

ScanNet

Papers archive 2025-07-28

papers with a benchmark row: 120 · with a code link: 103 · where Syntology ran a sample: 45 (41 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (45 of 120 with a benchmark row: 41 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 120 of 120 with a leaderboard row on this dataset's benchmarks, newest first by the archive's date (ties by slug; undated papers last).

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 1,595. 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
3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans 1 3 17 Dec 2018 official: harvested, nothing ran · 0 ran · 2 unverified (2 pointer-only for licence)
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud 1 1 8 Dec 2018 official (archive's flag): 4 ran · 4 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; 0 where Syntology's instrument failed) · 4 unverified
PointCNN: Convolution On X-Transformed Points 1 1 1 Dec 2018 not harvested
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes 1 1 30 Nov 2018 4 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; 0 where Syntology's instrument failed) · 7 unverified
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)
Fully-Convolutional Point Networks for Large-Scale Point Clouds 1 1 21 Aug 2018 not harvested
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames 1 1 15 Aug 2018 not harvested
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation 1 3 11 Aug 2018 not harvested
Tangent Convolutions for Dense Prediction in 3D 1 1 6 Jul 2018 not harvested
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation 1 3 28 Mar 2018 not harvested
SPLATNet: Sparse Lattice Networks for Point Cloud Processing 2 1 22 Feb 2018 not harvested
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis 1 1 5 Dec 2017 not harvested
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks 6 1 28 Nov 2017 community repositories only · 3 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; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation 1 3 23 Nov 2017 not harvested
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space 68 1 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)
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes 1 2 14 Feb 2017 not harvested
Pyramid Scene Parsing Network 67 1 4 Dec 2016 community repositories only · 21 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 7 where Syntology's instrument failed) · 8 unverified (5 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)
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation 49 1 7 Jun 2016 26 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (2 pointer-only for licence)