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SotA/Computer Vision/Person Re-Identification/CUHK03 labeled

Person Re-Identification on CUHK03 labeled

Metric: Rank-1 (higher is better)

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#Model↕Rank-1▼Extra DataPaperDate↕Code
1Weakly Pre-training (ResNet101+RK)87.86Yes---
2LightMBN (w/o ReRank)87.2NoLightweight Multi-Branch Network for Person Re-I...2021-01-26Code
3DiP (without RK)87NoDiP: Learning Discriminative Implicit Parts for ...2022-12-24Code
4Top-DB-Net + RK86.7NoTop-DB-Net: Top DropBlock for Activation Enhance...2020-10-12Code
5Deep Miner (w/o ReRank)86.6NoDeep Miner: A Deep and Multi-branch Network whic...2021-02-18Code
6FPB85.9NoFPB: Feature Pyramid Branch for Person Re-Identi...2021-08-04Code
7MPN (without re-ranking)85NoMulti-task Learning with Coarse Priors for Robus...2020-03-18Code
8PLR-OSNet84.6NoLearning Diverse Features with Part-Level Resolu...2020-01-21Code
9BDB (ICCV'19)79.4NoBatch DropBlock Network for Person Re-identifica...2018-11-17Code
10Top-DB-Net79.4NoTop-DB-Net: Top DropBlock for Activation Enhance...2020-10-12Code
11Pyramid (CVPR' 19)78.9NoPyramidal Person Re-IDentification via Multi-Los...2018-10-29Code
12Auto-ReID (ICCV'19)77.9NoAuto-ReID: Searching for a Part-aware ConvNet fo...2019-03-23Code
13MGN (ACM MM'18)68NoLearning Discriminative Features with Multiple G...2018-04-04Code
14DaRe+RE (CVPR'18)66.1NoResource Aware Person Re-identification across M...2018-05-22Code
15HA-CNN (CVPR'18)44.4NoHarmonious Attention Network for Person Re-Ident...2018-02-22Code
16PAN+re-rank43.9NoPedestrian Alignment Network for Large-scale Per...2017-07-03Code
17PAN(Zheng et al., [2017a])36.9NoPedestrian Alignment Network for Large-scale Per...2017-07-03Code
18IDE-R+XQDA32NoRe-ranking Person Re-identification with k-recip...2017-01-29-
19IDE-R22.2NoRe-ranking Person Re-identification with k-recip...2017-01-29-
20IDE-C+XQDA21.9NoRe-ranking Person Re-identification with k-recip...2017-01-29-
21IDE-C15.6NoRe-ranking Person Re-identification with k-recip...2017-01-29-