Datasets › PASCAL VOC 2007 › Papers where code ran, page 1
PASCAL VOC 2007
Papers archive 2025-07-28
papers with a benchmark row: 96 · with a code link: 73 · where Syntology ran a sample: 24 (24 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology
Show:
all papers with a benchmark row only where code ran (24 of 96 with a benchmark row: 24 with a run with no instrument failure, 0 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 24 of the 24 papers with a benchmark row here where Syntology ran at least one harvested sample (24 with a run with no instrument failure, 0 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 126. 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
DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering
1
1
12 Dec 2022
8 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; 1 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence )
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels
1
1
4 Mar 2022
official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 1 unverified (7 pointer-only for licence )
Transformer-based Dual Relation Graph for Multi-label Image Recognition
1
1
10 Oct 2021
official (archive's flag): 9 ran · 9 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified
Query2Label: A Simple Transformer Way to Multi-Label Classification
3
3
22 Jul 2021
official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
4
1
29 Apr 2021
4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result
ImageNet-21K Pretraining for the Masses
5
1
22 Apr 2021
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) · 1 unverified (2 pointer-only for licence )
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
5
1
13 Dec 2020
community repositories only · 2 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; 1 where Syntology's instrument failed) · 0 unverified
Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection
1
1
22 Oct 2020
official (archive's flag): 4 ran · 4 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; 1 where Syntology's instrument failed) · 2 unverified (6 pointer-only for licence )
Asymmetric Loss For Multi-Label Classification
5
2
29 Sep 2020
community repositories only · 10 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; 3 where Syntology's instrument failed) · 2 unverified (9 pointer-only for licence )
Self-Knowledge Distillation with Progressive Refinement of Targets
1
1
22 Jun 2020
official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence )
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection
2
2
9 Apr 2020
community repositories only · 5 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; 0 where Syntology's instrument failed) · 0 unverified
Global Aggregation then Local Distribution in Fully Convolutional Networks
2
1
16 Sep 2019
official (archive's flag): 2 ran · 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) · 2 unverified (4 pointer-only for licence )
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming
4
2
17 Jul 2019
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
Objects as Points
76
1
16 Apr 2019
official: harvested, nothing ran · 77 ran (of which 0 constructed an object rather than computing a result; 69 with no instrument failure: 0 honoured, 0 violated, 69 with no contract checked; 8 where Syntology's instrument failed) · 53 unverified (2 pointer-only for licence )
Bounding Box Regression with Uncertainty for Accurate Object Detection
4
1
23 Sep 2018
official (archive's flag): 2 ran · 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) · 2 unverified
Where are the Blobs: Counting by Localization with Point Supervision
3
2
25 Jul 2018
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) · 4 unverified (1 pointer-only for licence )
PCL: Proposal Cluster Learning for Weakly Supervised Object Detection
4
1
9 Jul 2018
official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified
YOLO9000: Better, Faster, Stronger
231
1
25 Dec 2016
44 ran (of which 0 constructed an object rather than computing a result; 33 with no instrument failure: 1 honoured, 4 violated, 28 with no contract checked; 11 where Syntology's instrument failed) · 16 unverified (23 pointer-only for licence )
R-FCN: Object Detection via Region-based Fully Convolutional Networks
48
1
20 May 2016
community repositories only · 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) · 4 unverified (1 pointer-only for licence )
SSD: Single Shot MultiBox Detector
221
1
8 Dec 2015
community repositories only · 93 ran (of which 0 constructed an object rather than computing a result; 79 with no instrument failure: 3 honoured, 1 violated, 75 with no contract checked; 14 where Syntology's instrument failed) · 38 unverified (9 pointer-only for licence )
Weakly Supervised Deep Detection Networks
5
1
9 Nov 2015
community repositories only · 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 (1 pointer-only for licence )
You Only Look Once: Unified, Real-Time Object Detection
144
2
8 Jun 2015
89 ran (of which 27 constructed an object rather than computing a result; 59 with no instrument failure: 4 honoured, 4 violated, 51 with no contract checked; 30 where Syntology's instrument failed) · 59 unverified (98 pointer-only for licence )
Fast R-CNN
30
1
30 Apr 2015
community repositories only · 5 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (1 pointer-only for licence )
Rich feature hierarchies for accurate object detection and semantic segmentation
29
1
11 Nov 2013
8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (1 pointer-only for licence )