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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 rowonly 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 , 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
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