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SotA/Computer Vision/Person Re-Identification/CUHK03

Person Re-Identification on CUHK03

Metric: MAP (higher is better)

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#Model↕MAP▼Extra DataPaperDate↕Code
1Proposed SGGNN94.3NoPerson Re-identification with Deep Similarity-Gu...2018-07-26-
2ProNet++ (ResNet50+RK)91.9NoRethinking Person Re-identification from a Proje...2023-08-21-
3FD-GAN91.3NoFD-GAN: Pose-guided Feature Distilling GAN for R...2018-10-06Code
4VI+LSRO 387.4NoUnlabeled Samples Generated by GAN Improve the P...2017-01-26Code
5DLCE86.4NoA Discriminatively Learned CNN Embedding for Per...2016-11-17Code
6UniHCP (finetune)83.1NoUniHCP: A Unified Model for Human-Centric Percep...2023-03-06Code
7ProNet++82.7NoRethinking Person Re-identification from a Proje...2023-08-21-
8Weakly Supervised Pre-training (ResNet50+BDB)82.3NoLarge-Scale Pre-training for Person Re-identific...2022-03-30Code
9Unsupervised Pre-training (ResNet50+BDB)79.6NoUnsupervised Pre-training for Person Re-identifi...2020-12-07Code
10OIM Loss 4572.5NoJoint Detection and Identification Feature Learn...2016-04-07Code
11OSNet67.8NoOmni-Scale Feature Learning for Person Re-Identi...2019-05-02Code
12k-reciprocal 4667.6NoRe-ranking Person Re-identification with k-recip...2017-01-29-
13DG-Net61.1NoJoint Discriminative and Generative Learning for...2019-04-15Code
14UTAL42.3NoUnsupervised Tracklet Person Re-Identification2019-03-01Code
15HA-CNN38.6NoHarmonious Attention Network for Person Re-Ident...2018-02-22Code