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 row only 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.
A run counts when it is a run with no instrument failure any run, instrument failures included The first hides, in your browser, the papers where every run was a failure of Syntology's instrument; the second shows every paper on this page.
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 2026-09-28 , the first build that kept a record date for it; when this build read Syntology's graph is in the build record .
Paper Code Results Date Samples 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 )