Datasets › ImageNet-1k vs Textures › Papers where code ran, page 1

ImageNet-1k vs Textures

Papers archive 2025-07-28

papers with a benchmark row: 27 · with a code link: 24 · where Syntology ran a sample: 15 (12 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (15 of 27 with a benchmark row: 12 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 15 of the 15 papers with a benchmark row here where Syntology ran at least one harvested sample (12 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.

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 27. 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
DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection 0 1 14 Jan 2025 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result (6 pointer-only for licence)
Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement 1 1 30 Sep 2023 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
Nearest Neighbor Guidance for Out-of-Distribution Detection 2 2 26 Sep 2023 official (archive's flag): 6 ran · 6 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability 1 1 6 Jun 2023 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (5 pointer-only for licence)
LINe: Out-of-Distribution Detection by Leveraging Important Neurons 1 1 24 Mar 2023 official (archive's flag): 17 ran · 17 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 7 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence)
Non-Parametric Outlier Synthesis 1 1 6 Mar 2023 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)
Delving into Out-of-Distribution Detection with Vision-Language Representations 2 2 24 Nov 2022 official (archive's flag): 1 ran · 4 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; 3 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Extremely Simple Activation Shaping for Out-of-Distribution Detection 2 1 20 Sep 2022 official (archive's flag): 1 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified
Out-of-Distribution Detection with Deep Nearest Neighbors 3 2 13 Apr 2022 official (archive's flag): 16 ran · 30 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 4 honoured, 5 violated, 0 with no contract checked; 21 where Syntology's instrument failed) · 8 unverified (38 pointer-only for licence)
ViM: Out-Of-Distribution with Virtual-logit Matching 2 3 21 Mar 2022 community repositories only · 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
ReAct: Out-of-distribution Detection With Rectified Activations 1 1 24 Nov 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) · 1 unverified; the one sample that ran constructed an object rather than computing a result (2 pointer-only for licence)
DICE: Leveraging Sparsification for Out-of-Distribution Detection 1 2 18 Nov 2021 official (archive's flag): 17 ran · 17 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
On the Importance of Gradients for Detecting Distributional Shifts in the Wild 1 1 1 Oct 2021 official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space 5 1 5 May 2021 official (archive's flag): 1 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) · 1 unverified (1 pointer-only for licence)
SSD: A Unified Framework for Self-Supervised Outlier Detection 3 1 22 Mar 2021 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