Datasets › Stanford Cars › Papers, page 2
Stanford Cars
Papers archive 2025-07-28
papers with a benchmark row: 123 · with a code link: 102 · where Syntology ran a sample: 48 (46 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show:
all papers with a benchmark row only where code ran (48 of 123 with a benchmark row: 46 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 2 of 2: papers 101 to 123 of 123 with a leaderboard row on this dataset's benchmarks, newest first by the archive's date (ties by slug; undated papers last).
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 790. 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
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition
1
1
14 Mar 2019
not harvested
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification
4
1
26 Jan 2019
not harvested
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery
1
2
27 Nov 2018
not harvested
Domain Adaptive Transfer Learning with Specialist Models
0
1
16 Nov 2018
not harvested
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
13
1
16 Nov 2018
20 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (16 pointer-only for licence )
Learning to Navigate for Fine-grained Classification
12
1
2 Sep 2018
official (archive's flag): 6 ran · 9 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; 3 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence )
Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition
1
1
14 Jun 2018
not harvested
AutoAugment: Learning Augmentation Policies from Data
33
1
24 May 2018
community repositories only · 25 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 2 violated, 20 with no contract checked; 3 where Syntology's instrument failed) · 18 unverified (4 pointer-only for licence )
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights
1
1
19 Jan 2018
not harvested
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization
4
1
4 Dec 2017
official (archive's flag): 2 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence )
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
4
1
15 Nov 2017
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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence )
Few-Shot Learning with Graph Neural Networks
6
2
10 Nov 2017
community repositories only · 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 )
Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition
3
1
1 Oct 2017
not harvested
Pairwise Confusion for Fine-Grained Visual Classification
1
1
22 May 2017
not harvested
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization
1
2
20 Apr 2017
not harvested
Deep CNNs With Spatially Weighted Pooling for Fine-Grained Car Recognition
1
1
4 Apr 2017
not harvested
Prototypical Networks for Few-shot Learning
43
2
15 Mar 2017
official (archive's flag): 1 ran · 50 ran (of which 14 constructed an object rather than computing a result; 29 with no instrument failure: 5 honoured, 0 violated, 24 with no contract checked; 21 where Syntology's instrument failed) · 14 unverified (19 pointer-only for licence )
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
1
1
5 Mar 2017
not harvested
Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition
1
1
29 Nov 2016
not harvested
Progressive Neural Networks
12
1
15 Jun 2016
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 (3 pointer-only for licence )
Matching Networks for One Shot Learning
26
2
13 Jun 2016
11 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; 6 where Syntology's instrument failed) · 5 unverified (6 pointer-only for licence )
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
38
1
12 Jun 2016
5 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; 4 where Syntology's instrument failed) · 1 unverified
Joint Unsupervised Learning of Deep Representations and Image Clusters
3
1
13 Apr 2016
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