Datasets › MSMT17-C

MSMT17-C

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

MSMT17-C is an evaluation set that consists of algorithmically generated corruptions applied to the MSMT17 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 MSMT17-C SBS (ResNet-50) Rank-1 28.77 FastReID: A Pytorch Toolbox for General Instance... JDAI-CV/fast-reid +2 5 Compare

Papers archive 2025-07-28

5 shown of 5 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 5. 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)
FastReID: A Pytorch Toolbox for General Instance Re-identification 3 1 4 Jun 2020 not harvested
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)
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)
Bag of Tricks and A Strong Baseline for Deep Person Re-identification 8 1 17 Mar 2019 ran 2 of 8 samples (6 unverified)

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

  • MSMT17-C

1 variant name, as the archive lists them.

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