Datasets › Real Blur Dataset › Papers where code ran, page 1

Real Blur Dataset

Papers archive 2025-07-28

papers with a benchmark row: 28 · with a code link: 25 · where Syntology ran a sample: 12 (9 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 (12 of 28 with a benchmark row: 9 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 12 of the 12 papers with a benchmark row here where Syntology ran at least one harvested sample (9 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 100. 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
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring 4 4 13 Jun 2024 official (archive's flag): 8 ran · 36 ran (of which 16 constructed an object rather than computing a result; 31 with no instrument failure: 3 honoured, 0 violated, 28 with no contract checked; 5 where Syntology's instrument failed) · 14 unverified (50 pointer-only for licence)
Efficient Visual State Space Model for Image Deblurring 1 2 23 May 2024 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) · 0 unverified
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring 1 2 29 Dec 2023 official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (12 pointer-only for licence)
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation 1 6 18 Dec 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)
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring 1 2 22 Nov 2022 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) · 0 unverified (2 pointer-only for licence)
Stripformer: Strip Transformer for Fast Image Deblurring 2 2 10 Apr 2022 official (archive's flag): 5 ran · 5 ran (of which 3 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) · 3 unverified (8 pointer-only for licence)
MAXIM: Multi-Axis MLP for Image Processing 3 5 9 Jan 2022 official (archive's flag): 7 ran · 31 ran (of which 7 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 14 where Syntology's instrument failed) · 15 unverified (6 pointer-only for licence)
Restormer: Efficient Transformer for High-Resolution Image Restoration 13 2 18 Nov 2021 official (archive's flag): 2 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 (4 pointer-only for licence)
Rethinking Coarse-to-Fine Approach in Single Image Deblurring 4 1 11 Aug 2021 official: harvested, nothing ran · 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) · 6 unverified (6 pointer-only for licence)
Uformer: A General U-Shaped Transformer for Image Restoration 4 2 6 Jun 2021 official (archive's flag): 3 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 3 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Multi-Stage Progressive Image Restoration 8 4 4 Feb 2021 official (archive's flag): 2 ran · 18 ran (of which 13 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (25 pointer-only for licence)
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring 1 1 7 Dec 2016 official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 3 unverified