Market-1501-C

Dataset Information
Modalities
Images
Introduced
2021
License
Unknown
Homepage
Official Website
Contents

Overview

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.

Variants: Market-1501-C

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Person Re-Identification CIL (ResNet-50) Benchmarks for Corruption Invariant Person … 2021-11-01
Person Re-Identification TransReID TransReID: Transformer-based Object Re-Identification 2021-02-08
Person Re-Identification F-LGPR A Person Re-identification Data Augmentation … 2021-01-21
Person Re-Identification LGPR A Person Re-identification Data Augmentation … 2021-01-21
Person Re-Identification LUPerson Unsupervised Pre-training for Person Re-identification 2020-12-07
Person Re-Identification TDB Top-DB-Net: Top DropBlock for Activation … 2020-10-12
Person Re-Identification SBS (ResNet-50) FastReID: A Pytorch Toolbox for … 2020-06-04
Person Re-Identification PLR-OS Learning Diverse Features with Part-Level … 2020-01-21
Person Re-Identification AGW (ResNet-50) Deep Learning for Person Re-identification: … 2020-01-13
Person Re-Identification RRID Relation Network for Person Re-identification 2019-11-21
Person Re-Identification MHN Mixed High-Order Attention Network for … 2019-08-16
Person Re-Identification ABD-Net ABD-Net: Attentive but Diverse Person … 2019-08-03
Person Re-Identification OS-Net Omni-Scale Feature Learning for Person … 2019-05-02
Person Re-Identification DG-Net Joint Discriminative and Generative Learning … 2019-04-15
Person Re-Identification VPM Perceive Where to Focus: Learning … 2019-04-01
Person Re-Identification BoT (ResNet-50) Bag of Tricks and A … 2019-03-17
Person Re-Identification BDB Batch DropBlock Network for Person … 2018-11-17
Person Re-Identification Pyramid Pyramidal Person Re-IDentification via Multi-Loss … 2018-10-29
Person Re-Identification CaceNet Devil in the Details: Towards … 2018-09-17
Person Re-Identification MGN Learning Discriminative Features with Multiple … 2018-04-04

Research Papers

Recent papers with results on this dataset:

External Links: