Datasets › Set14 › Papers where code ran, page 1

Set14

Papers archive 2025-07-28

papers with a benchmark row: 95 · with a code link: 86 · where Syntology ran a sample: 30 (29 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 (30 of 95 with a benchmark row: 29 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 30 of the 30 papers with a benchmark row here where Syntology ran at least one harvested sample (29 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 532. 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
Progressive Focused Transformer for Single Image Super-Resolution 1 1 26 Mar 2025 official (archive's flag): 9 ran · 9 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; 6 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
Auto-Encoded Supervision for Perceptual Image Super-Resolution 1 1 28 Nov 2024 official (archive's flag): 5 ran · 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 (6 pointer-only for licence)
DRCT: Saving Image Super-resolution away from Information Bottleneck 1 4 31 Mar 2024 official (archive's flag): 1 ran · 4 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; 4 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
CAMixerSR: Only Details Need More "Attention" 1 1 29 Feb 2024 official (archive's flag): 7 ran · 7 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; 2 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
MambaIR: A Simple Baseline for Image Restoration with State-Space Model 2 1 23 Feb 2024 official (archive's flag): 8 ran · 14 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; 5 where Syntology's instrument failed) · 1 unverified
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary 1 2 16 Jan 2024 official (archive's flag): 11 ran · 11 ran (of which 9 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) · 4 unverified
Dual Aggregation Transformer for Image Super-Resolution 1 2 7 Aug 2023 official (archive's flag): 11 ran · 11 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; 7 where Syntology's instrument failed) · 6 unverified (5 pointer-only for licence)
Recursive Generalization Transformer for Image Super-Resolution 1 2 11 Mar 2023 official (archive's flag): 11 ran · 11 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; 7 where Syntology's instrument failed) · 1 unverified (5 pointer-only for licence)
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution 1 1 27 Feb 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: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Efficient Long-Range Attention Network for Image Super-resolution 1 2 13 Mar 2022 official (archive's flag): 6 ran · 6 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 6 samples that ran constructed an object rather than computing a result
Local Texture Estimator for Implicit Representation Function 1 3 17 Nov 2021 official (archive's flag): 7 ran · 7 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; 4 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence)
SwinIR: Image Restoration Using Swin Transformer 9 1 23 Aug 2021 official (archive's flag): 3 ran · 30 ran (of which 14 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 14 where Syntology's instrument failed) · 15 unverified (5 pointer-only for licence)
Unfolding the Alternating Optimization for Blind Super Resolution 1 2 6 Oct 2020 official (archive's flag): 5 ran · 5 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; 0 where Syntology's instrument failed) · 0 unverified; every one of the 5 samples that ran constructed an object rather than computing a result (5 pointer-only for licence)
Lightweight Image Super-Resolution with Information Multi-distillation Network 4 3 26 Sep 2019 community repositories only · 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) · 1 unverified (1 pointer-only for licence)
Densely Residual Laplacian Super-Resolution 1 4 28 Jun 2019 4 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; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Blind Super-Resolution With Iterative Kernel Correction 3 3 6 Apr 2019 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Feedback Network for Image Super-Resolution 4 3 23 Mar 2019 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search 2 1 22 Jan 2019 community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks 46 1 1 Sep 2018 official (archive's flag): 1 ran · 33 ran (of which 0 constructed an object rather than computing a result; 29 with no instrument failure: 0 honoured, 0 violated, 29 with no contract checked; 4 where Syntology's instrument failed) · 11 unverified (7 pointer-only for licence)
Image Super-Resolution Using Very Deep Residual Channel Attention Networks 20 1 8 Jul 2018 community repositories only · 17 ran (of which 6 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (3 pointer-only for licence)
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network 3 3 23 Mar 2018 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) · 1 unverified
Deep Back-Projection Networks For Super-Resolution 16 1 7 Mar 2018 14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 1 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
Residual Dense Network for Image Super-Resolution 16 1 24 Feb 2018 community repositories only · 20 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 2 honoured, 0 violated, 13 with no contract checked; 5 where Syntology's instrument failed) · 4 unverified (4 pointer-only for licence)
Enhanced Deep Residual Networks for Single Image Super-Resolution 45 1 10 Jul 2017 community repositories only · 4 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; 3 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network 47 1 16 Sep 2016 19 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network 140 4 15 Sep 2016 55 ran (of which 0 constructed an object rather than computing a result; 45 with no instrument failure: 3 honoured, 3 violated, 39 with no contract checked; 10 where Syntology's instrument failed) · 17 unverified (14 pointer-only for licence)
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising 22 3 13 Aug 2016 community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Deeply-Recursive Convolutional Network for Image Super-Resolution 1 2 14 Nov 2015 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) · 0 unverified
Accurate Image Super-Resolution Using Very Deep Convolutional Networks 8 1 14 Nov 2015 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Image Super-Resolution Using Deep Convolutional Networks 60 1 31 Dec 2014 21 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 3 honoured, 0 violated, 14 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (7 pointer-only for licence)