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

Show: all papers with a benchmark rowonly 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.

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 , 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
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)