Datasets › DukeMTMC-reID

DukeMTMC-reID

Introduced by Ergys Ristani et al. in Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking6 Sep 2016 archive 2025-07-28

The DukeMTMC-reID (Duke Multi-Tracking Multi-Camera ReIDentification) dataset is a subset of the DukeMTMC for image-based person re-ID. The dataset is created from high-resolution videos from 8 different cameras. It is one of the largest pedestrian image datasets wherein images are cropped by hand-drawn bounding boxes. The dataset consists 16,522 training images of 702 identities, 2,228 query images of the other 702 identities and 17,661 gallery images.

NOTE: This dataset has been retracted.

Source: Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification

Benchmarks archive 2025-07-28

All 7 leaderboards 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.

Papers archive 2025-07-28

30 shown of 100 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 344. 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
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification 1 1 10 Feb 2025 not harvested
ReMix: Training Generalized Person Re-identification on a Mixture of Data 0 2 29 Oct 2024 not harvested
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification 1 1 3 Jun 2024 not harvested
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination 1 1 2 May 2024 not harvested
PLIP: Language-Image Pre-training for Person Representation Learning 1 1 15 May 2023 ran 0 of 9 samples (9 unverified)
Learning Transferable Pedestrian Representation from Multimodal Information Supervision 1 1 12 Apr 2023 not harvested
Image-Based and Partially Categorical Annotating Approach for Pedestrian Attribute Recognition 1 1 28 Feb 2023 not harvested
DiP: Learning Discriminative Implicit Parts for Person Re-Identification 1 1 24 Dec 2022 not harvested
CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels 2 1 25 Nov 2022 not harvested
Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification 1 1 22 Nov 2022 not harvested
Body Part-Based Representation Learning for Occluded Person Re-Identification 3 2 7 Nov 2022 not harvested
Template-Aware Transformer for Person Reidentification 1 1 1 Apr 2022 not harvested
Large-Scale Pre-training for Person Re-identification with Noisy Labels 2 1 30 Mar 2022 ran 5 of 5 samples (0 unverified; 4 pointer-only for licence)
Hybrid Contrastive Learning with Cluster Ensemble for Unsupervised Person Re-identification 0 1 28 Jan 2022 not harvested
Learning to Disentangle Scenes for Person Re-identification 1 1 10 Nov 2021 not harvested
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems 1 1 15 Oct 2021 not harvested
Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification 1 1 25 Sep 2021 not harvested
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification 1 1 19 Aug 2021 ran 8 of 11 samples (3 unverified)
Person Re-identification via Attention Pyramid 1 1 11 Aug 2021 not harvested
FPB: Feature Pyramid Branch for Person Re-Identification 1 1 4 Aug 2021 not harvested
Learning Instance-level Spatial-Temporal Patterns for Person Re-identification 1 1 31 Jul 2021 not harvested
Rethinking Sampling Strategies for Unsupervised Person Re-identification 2 1 7 Jul 2021 not harvested
Cluster-guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification 1 1 15 Jun 2021 not harvested
Hard Samples Rectification for Unsupervised Cross-domain Person Re-identification 0 1 14 Jun 2021 not harvested
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification 1 2 12 May 2021 not harvested
On the Unreasonable Effectiveness of Centroids in Image Retrieval 3 1 28 Apr 2021 not harvested
Graph-based Person Signature for Person Re-Identifications 1 1 14 Apr 2021 ran 5 of 10 samples (5 unverified)
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification 1 1 4 Apr 2021 not harvested
ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification 1 1 30 Mar 2021 ran 1 of 1 samples (0 unverified)
Intra-Inter Camera Similarity for Unsupervised Person Re-Identification 1 1 22 Mar 2021 ran 5 of 8 samples (3 unverified; 8 pointer-only for licence)

The full list of 100 is in the JSON twin.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • DukeMTMC-reID
  • DukeMTMCreID
  • Market-1501->DukeMTMC-reID
  • MSMT17->DukeMTMC-reID

4 variant names, as the archive lists them.

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