Market-1501

Dataset Information
Modalities
Images
Introduced
2015
License
Unknown
Homepage
Official Website
Contents

Overview

Market-1501 is a large-scale public benchmark dataset for person re-identification. It contains 1501 identities which are captured by six different cameras, and 32,668 pedestrian image bounding-boxes obtained using the Deformable Part Models pedestrian detector. Each person has 3.6 images on average at each viewpoint. The dataset is split into two parts: 750 identities are utilized for training and the remaining 751 identities are used for testing. In the official testing protocol 3,368 query images are selected as probe set to find the correct match across 19,732 reference gallery images.

Source: A Survey of Pruning Methods for Efficient Person Re-identification Across Domains
Image Source: https://www.researchgate.net/publication/306358716_A_Discriminative_Null_Space_based_Deep_Learning_Approach_for_Person_Re-Identification

Variants: Market-1501, DukeMTMC-reID->Market-1501, Duke to Market, Market to Duke, Market to MSMT

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Person Re-Identification TransReID+Pose2ID (no RK) From Poses to Identity: Training-Free … 2025-03-02
Person Re-Identification CLIP-ReID+Pose2ID (no RK) From Poses to Identity: Training-Free … 2025-03-02
Person Re-Identification ReMix ReMix: Training Generalized Person Re-identification … 2024-10-29
Person Re-Identification KPR Keypoint Promptable Re-Identification 2024-07-25
Person Re-Identification KPR + SOLIDER (no RK) Keypoint Promptable Re-Identification 2024-07-25
Person Re-Identification CLIP-ReID Baseline +UFFM+AMC Enhancing person re-identification via Uncertainty … 2024-05-02
Person Re-Identification SOLIDER +UFFM+AMC Enhancing person re-identification via Uncertainty … 2024-05-02
Person Re-Identification BoT+UFFM+AMC Enhancing person re-identification via Uncertainty … 2024-05-02
Person Re-Identification CA-Jaccard CA-Jaccard: Camera-aware Jaccard Distance for … 2023-11-17
Person Re-Identification PCL-CLIP (L_pcl) Prototypical Contrastive Learning-based CLIP Fine-tuning … 2023-10-26
Person Re-Identification PCL-CLIP (L_pcl+L_id) Prototypical Contrastive Learning-based CLIP Fine-tuning … 2023-10-26
Person Re-Identification ProNet++ Rethinking Person Re-identification from a … 2023-08-21
Person Re-Identification ProNet++ (ResNet50+RK) Rethinking Person Re-identification from a … 2023-08-21
Person Re-Identification PLIP-RN50-ABDNet PLIP: Language-Image Pre-training for Person … 2023-05-15
Person Re-Identification SOLIDER (RK) Beyond Appearance: a Semantic Controllable … 2023-03-30
Person Re-Identification SOLIDER Beyond Appearance: a Semantic Controllable … 2023-03-30
Person Re-Identification MSINet (2.3M w/o RK) MSINet: Twins Contrastive Search of … 2023-03-13
Person Re-Identification UniHCP (finetune) UniHCP: A Unified Model for … 2023-03-06
Person Re-Identification DiP (without RK) DiP: Learning Discriminative Implicit Parts … 2022-12-24
Person Re-Identification CLIP-ReID (without re-ranking) CLIP-ReID: Exploiting Vision-Language Model for … 2022-11-25

Research Papers

Recent papers with results on this dataset:

External Links: