Datasets › GoPro › Papers where code ran, page 1
GoPro
Papers archive 2025-07-28
papers with a benchmark row: 74 · with a code link: 64 · where Syntology ran a sample: 29 (23 with a run with no instrument failure, 6 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 (29 of 74 with a benchmark row: 23 with a run with no instrument failure, 6 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 29 of the 29 papers with a benchmark row here where Syntology ran at least one harvested sample (23 with a run with no instrument failure, 6 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 390. 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
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration
2
1
3 Nov 2024
official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (6 pointer-only for licence )
Learning Truncated Causal History Model for Video Restoration
1
1
4 Oct 2024
official (archive's flag): 7 ran · 7 ran (of which 5 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) · 5 unverified
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
4
2
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 )
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring
1
1
11 Jun 2024
official (archive's flag): 13 ran · 13 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; 6 where Syntology's instrument failed) · 4 unverified (17 pointer-only for licence )
Efficient Visual State Space Model for Image Deblurring
1
1
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
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration
1
1
26 Jan 2024
official (archive's flag): 10 ran · 10 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; 4 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence )
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
1
1
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
3
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 )
Prompt-based Ingredient-Oriented All-in-One Image Restoration
1
1
6 Sep 2023
official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (12 pointer-only for licence )
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
1
1
1 Mar 2023
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 (4 pointer-only for licence )
Image Restoration with Mean-Reverting Stochastic Differential Equations
1
1
27 Jan 2023
official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring
1
1
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 )
Learning Degradation Representations for Image Deblurring
1
1
10 Aug 2022
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) · 4 unverified (11 pointer-only for licence )
Spatio-Temporal Deformable Attention Network for Video Deblurring
1
1
22 Jul 2022
official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (7 pointer-only for licence )
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift
1
1
22 Jun 2022
official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence )
Stripformer: Strip Transformer for Fast Image Deblurring
2
1
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 )
Simple Baselines for Image Restoration
13
2
10 Apr 2022
official (archive's flag): 1 ran · 23 ran (of which 8 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 7 where Syntology's instrument failed) · 7 unverified (22 pointer-only for licence )
VRT: A Video Restoration Transformer
1
1
28 Jan 2022
official (archive's flag): 3 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) · 1 unverified (5 pointer-only for licence )
MAXIM: Multi-Axis MLP for Image Processing
3
2
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 )
Flow-Guided Sparse Transformer for Video Deblurring
1
1
6 Jan 2022
official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified
Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring
1
1
9 Dec 2021
official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (14 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
2
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 )
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network
1
2
30 Jun 2021
official (archive's flag): 7 ran · 7 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; 6 where Syntology's instrument failed) · 1 unverified (5 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
2
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 )
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior
1
1
6 Apr 2020
official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence )
Spatio-Temporal Filter Adaptive Network for Video Deblurring
1
2
28 Apr 2019
7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence )
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring
1
2
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