Datasets › Market-1501-C

Market-1501-C

Introduced by Minghui Chen et al. in Benchmarks for Corruption Invariant Person Re-identification1 Nov 2021 archive 2025-07-28

Market-1501-C is an evaluation set that consists of algorithmically generated corruptions applied to the Market-1501 test-set. These corruptions consist of Noise: Gaussian, shot, impulse, and speckle; Blur: defocus, frosted glass, motion, zoom, and Gaussian; Weather: snow, frost, fog, brightness, spatter, and rain; Digital: contrast, elastic, pixel, JPEG compression, and saturate. Each corruption has five severity levels, resulting in 100 distinct corruptions.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Person Re-Identification Market-1501-C TransReID Rank-1 53.19 TransReID: Transformer-based Object Re-Identification heshuting555/TransReID +3 22 Compare

Papers archive 2025-07-28

21 shown of 21 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 22. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Benchmarks for Corruption Invariant Person Re-identification 1 1 1 Nov 2021 ran 2 of 2 samples (0 unverified)
TransReID: Transformer-based Object Re-Identification 4 1 8 Feb 2021 not harvested
A Person Re-identification Data Augmentation Method with Adversarial Defense Effect 2 2 21 Jan 2021 not harvested
Unsupervised Pre-training for Person Re-identification 1 1 7 Dec 2020 not harvested
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification 1 1 12 Oct 2020 ran 0 of 15 samples (15 unverified)
FastReID: A Pytorch Toolbox for General Instance Re-identification 3 1 4 Jun 2020 not harvested
Learning Diverse Features with Part-Level Resolution for Person Re-Identification 1 1 21 Jan 2020 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
Deep Learning for Person Re-identification: A Survey and Outlook 7 1 13 Jan 2020 ran 8 of 22 samples (14 unverified; 3 pointer-only for licence)
Relation Network for Person Re-identification 1 1 21 Nov 2019 not harvested
Mixed High-Order Attention Network for Person Re-Identification 1 1 16 Aug 2019 not harvested
ABD-Net: Attentive but Diverse Person Re-Identification 4 1 3 Aug 2019 ran 1 of 9 samples (8 unverified)
Omni-Scale Feature Learning for Person Re-Identification 17 1 2 May 2019 ran 2 of 26 samples (24 unverified; 3 pointer-only for licence)
Joint Discriminative and Generative Learning for Person Re-identification 12 1 15 Apr 2019 ran 3 of 19 samples (16 unverified)
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification 1 1 1 Apr 2019 ran 0 of 8 samples (8 unverified)
Bag of Tricks and A Strong Baseline for Deep Person Re-identification 8 1 17 Mar 2019 ran 2 of 8 samples (6 unverified)
Batch DropBlock Network for Person Re-identification and Beyond 5 1 17 Nov 2018 ran 3 of 12 samples (9 unverified)
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training 1 1 29 Oct 2018 not harvested
Devil in the Details: Towards Accurate Single and Multiple Human Parsing 2 1 17 Sep 2018 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Learning Discriminative Features with Multiple Granularities for Person Re-Identification 16 1 4 Apr 2018 ran 2 of 30 samples (28 unverified)
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) 29 1 26 Nov 2017 not harvested
AlignedReID: Surpassing Human-Level Performance in Person Re-Identification 15 1 22 Nov 2017 not harvested

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Market-1501-C

1 variant name, as the archive lists them.

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