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 row only 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.
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 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 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
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 )