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MNIST

Papers archive 2025-07-28

papers with a benchmark row: 216 · with a code link: 180 · where Syntology ran a sample: 78 (66 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (78 of 216 with a benchmark row: 66 with a run with no instrument failure, 12 where every run was a failure of Syntology's instrument)

Page 3 of 3: papers 201 to 216 of 216 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 7,651. 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
Learning Transferable Features with Deep Adaptation Networks 5 1 10 Feb 2015 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Probe and Learn Neural Networks 0 1 3 Feb 2015 not harvested
Unsupervised Feature Learning with C-SVDDNet 0 1 23 Dec 2014 not harvested
Deep Fried Convnets 1 1 22 Dec 2014 not harvested
Explaining and Harnessing Adversarial Examples 59 1 20 Dec 2014 16 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 1 violated, 6 with no contract checked; 7 where Syntology's instrument failed) · 5 unverified (8 pointer-only for licence)
Fractional Max-Pooling 5 1 18 Dec 2014 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Unsupervised Domain Adaptation by Backpropagation 22 1 26 Sep 2014 34 ran (of which 11 constructed an object rather than computing a result; 22 with no instrument failure: 6 honoured, 1 violated, 15 with no contract checked; 12 where Syntology's instrument failed) · 7 unverified (14 pointer-only for licence)
Deeply-Supervised Nets 1 1 18 Sep 2014 20 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 0 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
Convolutional Kernel Networks 0 1 12 Jun 2014 not harvested
PCANet: A Simple Deep Learning Baseline for Image Classification? 2 1 14 Apr 2014 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
Network In Network 17 1 16 Dec 2013 community repositories only · 5 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; 0 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
Regularization of Neural Networks using DropConnect 1 1 13 Jun 2013 not harvested
Maxout Networks 7 1 18 Feb 2013 0 ran · 3 unverified
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph 2 3 25 Aug 2012 not harvested
Multi-column Deep Neural Networks for Image Classification 1 1 13 Feb 2012 not harvested
Isolation forest 0 4 15 Dec 2008 not harvested