Datasets › tieredImageNet › Papers where code ran, page 1
tieredImageNet
Papers archive 2025-07-28
papers with a benchmark row: 59 · with a code link: 53 · where Syntology ran a sample: 27 (24 with a run with no instrument failure, 3 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 (27 of 59 with a benchmark row: 24 with a run with no instrument failure, 3 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 27 of the 27 papers with a benchmark row here where Syntology ran at least one harvested sample (24 with a run with no instrument failure, 3 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 317. 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
BECLR: Batch Enhanced Contrastive Few-Shot Learning
1
2
4 Feb 2024
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
Context-Aware Meta-Learning
1
2
17 Oct 2023
official (archive's flag): 5 ran · 5 ran (of which 4 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) · 11 unverified
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation
1
2
28 Jul 2023
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 )
Meta-Learning with a Geometry-Adaptive Preconditioner
1
4
4 Apr 2023
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) · 1 unverified
Transductive Decoupled Variational Inference for Few-Shot Classification
1
2
22 Aug 2022
official (archive's flag): 8 ran · 8 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; 2 where Syntology's instrument failed) · 0 unverified
Self-Supervision Can Be a Good Few-Shot Learner
4
4
19 Jul 2022
official (archive's flag): 3 ran · 5 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; 2 where Syntology's instrument failed) · 5 unverified (6 pointer-only for licence )
Rethinking Generalization in Few-Shot Classification
1
2
15 Jun 2022
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) · 1 unverified (3 pointer-only for licence )
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning
1
2
17 Mar 2022
official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified
Sparse Spatial Transformers for Few-Shot Learning
1
2
27 Sep 2021
official (archive's flag): 3 ran · 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) · 3 unverified
Relational Embedding for Few-Shot Classification
1
2
22 Aug 2021
official (archive's flag): 11 ran · 11 ran (of which 10 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) · 2 unverified
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification
1
4
22 Jun 2021
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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (1 pointer-only for licence )
Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation
1
2
16 Jun 2021
official (archive's flag): 8 ran · 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) · 2 unverified (1 pointer-only for licence )
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning
1
2
1 Mar 2021
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) · 0 unverified; the one sample that ran constructed an object rather than computing a result
Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition
2
2
8 Jan 2021
official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence )
Transductive Information Maximization For Few-Shot Learning
2
2
25 Aug 2020
official (archive's flag): 6 ran · 9 ran (of which 2 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) · 1 unverified (1 pointer-only for licence )
Enhancing Few-Shot Image Classification with Unlabelled Examples
2
8
17 Jun 2020
official (archive's flag): 6 ran · 7 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; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence )
Leveraging the Feature Distribution in Transfer-based Few-Shot Learning
6
2
6 Jun 2020
official (archive's flag): 3 ran · 22 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 9 where Syntology's instrument failed) · 4 unverified (12 pointer-only for licence )
Diversity Helps: Unsupervised Few-shot Learning via Distribution Shift-based Data Augmentation
1
2
13 Apr 2020
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) · 2 unverified
Embedding Propagation: Smoother Manifold for Few-Shot Classification
1
2
9 Mar 2020
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) · 5 unverified
PAC-Bayes meta-learning with implicit task-specific posteriors
1
2
5 Mar 2020
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
Learning to Self-Train for Semi-Supervised Few-Shot Classification
1
2
3 Jun 2019
official (archive's flag): 3 ran · 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
Edge-labeling Graph Neural Network for Few-shot Learning
4
1
4 May 2019
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
Adaptive Cross-Modal Few-Shot Learning
1
2
19 Feb 2019
17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
On First-Order Meta-Learning Algorithms
13
6
8 Mar 2018
official (archive's flag): 8 ran · 27 ran (of which 2 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 2 violated, 6 with no contract checked; 18 where Syntology's instrument failed) · 15 unverified (13 pointer-only for licence )
Learning to Compare: Relation Network for Few-Shot Learning
13
3
16 Nov 2017
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) · 1 unverified (1 pointer-only for licence )
Prototypical Networks for Few-shot Learning
43
5
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 )
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
85
6
9 Mar 2017
official (archive's flag): 1 ran · 103 ran (of which 35 constructed an object rather than computing a result; 72 with no instrument failure: 6 honoured, 1 violated, 65 with no contract checked; 31 where Syntology's instrument failed) · 51 unverified (57 pointer-only for licence )