Datasets › LSUN › Papers where code ran, page 1

LSUN (Large-scale Scene UNderstanding Challenge)

Papers archive 2025-07-28

papers with a benchmark row: 36 · with a code link: 35 · where Syntology ran a sample: 25 (22 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (25 of 36 with a benchmark row: 22 with a run with no instrument failure, 3 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 25 of the 25 papers with a benchmark row here where Syntology ran at least one harvested sample (22 with a run with no instrument failure, 3 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 867. 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
Fundamental Benefit of Alternating Updates in Minimax Optimization 1 1 16 Feb 2024 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) · 1 unverified; the one sample that ran constructed an object rather than computing a result (2 pointer-only for licence)
Bellman Optimal Stepsize Straightening of Flow-Matching Models 1 2 27 Dec 2023 official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (14 pointer-only for licence)
Flow Matching in Latent Space 1 2 17 Jul 2023 official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
StyleNAT: Giving Each Head a New Perspective 2 1 10 Nov 2022 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
Diffusion-GAN: Training GANs with Diffusion 4 5 5 Jun 2022 community repositories only · 15 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 9 where Syntology's instrument failed) · 3 unverified (8 pointer-only for licence)
Pseudo Numerical Methods for Diffusion Models on Manifolds 9 2 20 Feb 2022 official (archive's flag): 2 ran · 10 ran (of which 4 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) · 4 unverified (2 pointer-only for licence)
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders 1 2 19 Feb 2022 community repositories only · 3 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; 2 where Syntology's instrument failed) · 0 unverified
StyleSwin: Transformer-based GAN for High-resolution Image Generation 1 1 20 Dec 2021 official (archive's flag): 2 ran · 5 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; 5 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
Ensembling Off-the-shelf Models for GAN Training 1 3 16 Dec 2021 official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 6 where Syntology's instrument failed) · 1 unverified (8 pointer-only for licence)
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs 5 1 15 Dec 2021 community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (1 pointer-only for licence)
Projected GANs Converge Faster 3 5 1 Nov 2021 official (archive's flag): 12 ran · 38 ran (of which 14 constructed an object rather than computing a result; 20 with no instrument failure: 3 honoured, 0 violated, 17 with no contract checked; 18 where Syntology's instrument failed) · 11 unverified (6 pointer-only for licence)
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation 1 1 10 Jun 2021 official (archive's flag): 11 ran · 11 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; 2 where Syntology's instrument failed) · 1 unverified (5 pointer-only for licence)
Gotta Go Fast When Generating Data with Score-Based Models 1 2 28 May 2021 official (archive's flag): 2 ran · 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) · 1 unverified (3 pointer-only for licence)
Diffusion Models Beat GANs on Image Synthesis 21 4 11 May 2021 community repositories only · 33 ran (of which 13 constructed an object rather than computing a result; 29 with no instrument failure: 4 honoured, 0 violated, 25 with no contract checked; 4 where Syntology's instrument failed) · 17 unverified (19 pointer-only for licence)
Generative Adversarial Transformers 2 5 1 Mar 2021 community repositories only · 5 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; 2 where Syntology's instrument failed) · 1 unverified
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up 10 1 14 Feb 2021 official: no sample here; runs from other or unrecorded repositories · 8 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (7 pointer-only for licence)
SWAGAN: A Style-based Wavelet-driven Generative Model 2 1 11 Feb 2021 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)
Denoising Diffusion Probabilistic Models 70 6 19 Jun 2020 official (archive's flag): 1 ran · 186 ran (of which 81 constructed an object rather than computing a result; 143 with no instrument failure: 20 honoured, 8 violated, 115 with no contract checked; 43 where Syntology's instrument failed) · 67 unverified (67 pointer-only for licence)
Analyzing and Improving the Image Quality of StyleGAN 126 5 3 Dec 2019 official: harvested, nothing ran · 68 ran (of which 0 constructed an object rather than computing a result; 50 with no instrument failure: 3 honoured, 6 violated, 41 with no contract checked; 18 where Syntology's instrument failed) · 24 unverified (25 pointer-only for licence)
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks 5 1 14 Mar 2019 community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 3 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
A Style-Based Generator Architecture for Generative Adversarial Networks 83 4 12 Dec 2018 official (archive's flag): 1 ran · 244 ran (of which 147 constructed an object rather than computing a result; 218 with no instrument failure: 17 honoured, 3 violated, 198 with no contract checked; 26 where Syntology's instrument failed) · 152 unverified (229 pointer-only for licence)
Self-Supervised GANs via Auxiliary Rotation Loss 4 1 27 Nov 2018 community repositories only · 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) · 8 unverified
Progressive Growing of GANs for Improved Quality, Stability, and Variation 115 4 27 Oct 2017 community repositories only · 58 ran (of which 0 constructed an object rather than computing a result; 43 with no instrument failure: 5 honoured, 1 violated, 37 with no contract checked; 15 where Syntology's instrument failed) · 31 unverified (23 pointer-only for licence)
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks 16 1 19 Oct 2017 official (archive's flag): 6 ran · 22 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 1 violated, 13 with no contract checked; 8 where Syntology's instrument failed) · 9 unverified (3 pointer-only for licence)
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium 71 1 26 Jun 2017 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) · 1 unverified (1 pointer-only for licence)