Datasets › 2D-3D-S › Papers where code ran, page 1

2D-3D-S (2D-3D-Semantic)

Papers archive 2025-07-28

papers with a benchmark row: 42 · with a code link: 33 · where Syntology ran a sample: 16 (15 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (16 of 42 with a benchmark row: 15 with a run with no instrument failure, 1 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 16 of the 16 papers with a benchmark row here where Syntology ran at least one harvested sample (15 with a run with no instrument failure, 1 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 147. 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
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation 1 2 6 Jun 2023 official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (11 pointer-only for licence)
BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation 1 1 7 Sep 2022 official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform 1 1 19 Jul 2022 official (archive's flag): 7 ran · 7 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified
PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation 1 2 17 Mar 2022 official (archive's flag): 5 ran · 5 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; 0 where Syntology's instrument failed) · 2 unverified
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 1 2 9 Mar 2022 official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified
OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion 1 1 2 Mar 2022 official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 2 unverified
GLPanoDepth: Global-to-Local Panoramic Depth Estimation 1 1 6 Feb 2022 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, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning 1 1 22 Sep 2021 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) · 0 unverified (1 pointer-only for licence)
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation 1 1 24 Aug 2021 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
LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering 1 1 1 Apr 2021 official (archive's flag): 10 ran · 10 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; 1 where Syntology's instrument failed) · 0 unverified
Spin-Weighted Spherical CNNs 2 1 18 Jun 2020 community repositories only · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified
Orientation-aware Semantic Segmentation on Icosahedron Spheres 1 1 30 Jul 2019 5 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; 0 where Syntology's instrument failed) · 0 unverified
Gauge Equivariant Convolutional Networks and the Icosahedral CNN 2 1 11 Feb 2019 14 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; 0 where Syntology's instrument failed) · 1 unverified
DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama 1 1 29 Nov 2018 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 (2 pointer-only for licence)
LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image 2 1 23 Mar 2018 official (archive's flag): 15 ran · 25 ran (of which 0 constructed an object rather than computing a result; 24 with no instrument failure: 0 honoured, 0 violated, 24 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
Depth-aware CNN for RGB-D Segmentation 4 1 19 Mar 2018 official (archive's flag): 4 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) · 5 unverified