Datasets › CelebA-HQ › Papers where code ran, page 1
CelebA-HQ
Papers archive 2025-07-28
papers with a benchmark row: 55 · with a code link: 49 · where Syntology ran a sample: 30 (27 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology
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all papers with a benchmark row only where code ran (30 of 55 with a benchmark row: 27 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 30 of the 30 papers with a benchmark row here where Syntology ran at least one harvested sample (27 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 954. 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
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations
1
1
23 Jan 2024
official (archive's flag): 18 ran · 18 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 2 violated, 10 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (6 pointer-only for licence )
Bellman Optimal Stepsize Straightening of Flow-Matching Models
1
1
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 )
A High-Quality Robust Diffusion Framework for Corrupted Dataset
1
1
28 Nov 2023
official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (5 pointer-only for licence )
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis
1
1
4 Sep 2023
official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 3 honoured, 0 violated, 6 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (9 pointer-only for licence )
Flow Matching in Latent Space
1
1
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 )
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution
1
1
4 Apr 2023
official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (5 pointer-only for licence )
Implicit Diffusion Models for Continuous Super-Resolution
1
1
29 Mar 2023
official (archive's flag): 5 ran · 5 ran (of which 3 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) · 5 unverified (10 pointer-only for licence )
High-Resolution Image Synthesis with Latent Diffusion Models
41
1
20 Dec 2021
22 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 4 violated, 6 with no contract checked; 12 where Syntology's instrument failed) · 6 unverified (10 pointer-only for licence )
StyleSwin: Transformer-based GAN for High-resolution Image Generation
1
2
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 )
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 )
Resolution-robust Large Mask Inpainting with Fourier Convolutions
8
1
15 Sep 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
Improved Transformer for High-Resolution GANs
1
1
14 Jun 2021
official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified
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 )
Score-based Generative Modeling in Latent Space
1
1
10 Jun 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) · 3 unverified (5 pointer-only for licence )
GAN Prior Embedded Network for Blind Face Restoration in the Wild
3
6
13 May 2021
official (archive's flag): 16 ran · 16 ran (of which 10 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (21 pointer-only for licence )
Image Super-Resolution via Iterative Refinement
4
1
15 Apr 2021
2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence )
High-Fidelity Pluralistic Image Completion with Transformers
4
1
25 Mar 2021
7 ran (of which 2 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) · 1 unverified (8 pointer-only for licence )
Taming Transformers for High-Resolution Image Synthesis
13
1
17 Dec 2020
official (archive's flag): 2 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence )
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
1
2
1 Oct 2020
official (archive's flag): 5 ran · 6 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (9 pointer-only for licence )
Cross-domain Correspondence Learning for Exemplar-based Image Translation
3
1
12 Apr 2020
3 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; 1 where Syntology's instrument failed) · 0 unverified
How to train your neural ODE: the world of Jacobian and kinetic regularization
2
2
7 Feb 2020
12 ran (of which 1 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified
StarGAN v2: Diverse Image Synthesis for Multiple Domains
14
2
4 Dec 2019
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) · 2 unverified
Quality Aware Generative Adversarial Networks
1
1
8 Nov 2019
official (archive's flag): 1 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 )
COCO-GAN: Generation by Parts via Conditional Coordinating
1
3
30 Mar 2019
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) · 5 unverified
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
1
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
Glow: Generative Flow with Invertible 1x1 Convolutions
27
1
9 Jul 2018
official (archive's flag): 8 ran · 85 ran (of which 47 constructed an object rather than computing a result; 73 with no instrument failure: 3 honoured, 0 violated, 70 with no contract checked; 12 where Syntology's instrument failed) · 44 unverified (44 pointer-only for licence )
Multimodal Unsupervised Image-to-Image Translation
13
1
12 Apr 2018
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) · 4 unverified
Progressive Growing of GANs for Improved Quality, Stability, and Variation
115
1
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 )