Datasets › MSMT17

MSMT17 (Multi Scene Multi Time dataset for person re-id)

Introduced by Longhui Wei et al. in Person Transfer GAN to Bridge Domain Gap for Person Re-Identification23 Nov 2017 archive 2025-07-28

MSMT17 is a multi-scene multi-time person re-identification dataset. The dataset consists of 180 hours of videos, captured by 12 outdoor cameras, 3 indoor cameras, and during 12 time slots. The videos cover a long period of time and present complex lighting variations, and it contains a large number of annotated identities, i.e., 4,101 identities and 126,441 bounding boxes.

The dataset can be requested at http://www.pkuvmc.com/dataset.html

Benchmarks archive 2025-07-28

All 6 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 50 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 275. 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 1 29 Oct 2024 not harvested
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification 1 2 3 Jun 2024 not harvested
Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination 1 2 2 May 2024 not harvested
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification 1 2 17 Nov 2023 ran 5 of 10 samples (5 unverified)
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification 1 5 26 Oct 2023 not harvested
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective 0 2 21 Aug 2023 not harvested
Learning Transferable Pedestrian Representation from Multimodal Information Supervision 1 1 12 Apr 2023 not harvested
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks 4 2 30 Mar 2023 ran 1 of 2 samples (1 unverified; 1 pointer-only for licence)
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID 1 1 13 Mar 2023 not harvested
UniHCP: A Unified Model for Human-Centric Perceptions 1 1 6 Mar 2023 ran 7 of 13 samples (6 unverified)
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 2 25 Nov 2022 not harvested
Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification 1 1 22 Nov 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)
Part-based Pseudo Label Refinement for Unsupervised Person Re-identification 1 1 28 Mar 2022 ran 4 of 5 samples (1 unverified)
Self-Supervised Pre-Training for Transformer-Based Person Re-Identification 3 4 23 Nov 2021 ran 3 of 8 samples (5 unverified; 8 pointer-only for licence)
Learning to Disentangle Scenes for Person Re-identification 1 1 10 Nov 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
GiT: Graph Interactive Transformer for Vehicle Re-identification 0 1 12 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
TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification 2 1 30 May 2021 ran 10 of 21 samples (11 unverified; 1 pointer-only for licence)
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification 1 2 12 May 2021 not harvested
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification 1 1 4 Apr 2021 not harvested
Cluster Contrast for Unsupervised Person Re-Identification 4 1 22 Mar 2021 ran 7 of 14 samples (7 unverified)
Deep Miner: A Deep and Multi-branch Network which Mines Rich and Diverse Features for Person Re-identification 1 1 18 Feb 2021 not harvested
TransReID: Transformer-based Object Re-Identification 4 1 8 Feb 2021 not harvested
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method 1 1 21 Jan 2021 not harvested

The full list of 50 is in the JSON twin.

Dataset loaders archive 2025-07-28

njhpro/hanareidtfpytorch

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

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

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

4 variant names, as the archive lists them.

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