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SotA/Computer Vision/Person Re-Identification/MARS

Person Re-Identification on MARS

Metric: mAP (higher is better)

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#Model↕mAP▼Extra DataPaperDate↕Code
1B-BOT + OSM + CL Centers* (Re-rank)88.5NoVideo Person Re-ID: Fantastic Techniques and Whe...2019-11-21Code
2DenseIL87NoDense Interaction Learning for Video-based Perso...2021-03-16-
3PiT86.8NoMulti-direction and Multi-scale Pyramid in Trans...2022-02-12Code
4FGReID86.2YesFine-Grained Re-Identification2020-11-26Code
5STRF86.1NoSpatio-Temporal Representation Factorization for...2021-07-25-
6mgh85.8NoLearning Multi-Granular Hypergraphs for Video-Ba...2021-04-30Code
7PSTA85.8No--Code
8STMN84.5NoVideo-based Person Re-identification with Spatia...2021-08-20Code
9VKD (ResVKD-50bam)83.1NoRobust Re-Identification by Multiple Views Knowl...2020-07-08Code
10B-BOT + Attention and CL loss*82.9NoVideo Person Re-ID: Fantastic Techniques and Whe...2019-11-21Code
11NVAN82.8NoSpatially and Temporally Efficient Non-local Att...2019-08-05Code
12AGRL81.1NoAdaptive Graph Representation Learning for Video...2019-09-05Code
13Baseline + GS + SC (ours)80.41NoCloth-Changing Person Re-identification from A S...2021-03-29Code
14TriNet (RK)77.43NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
15LuNet (RK)73.68NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
16TKP73.3NoTemporal Knowledge Propagation for Image-to-Vide...2019-08-11Code
17AuxUSLReID72.4NoA High-Accuracy Unsupervised Person Re-identific...2022-05-06Code
18PSE+ ECN (rank-dist)71.8NoA Pose-Sensitive Embedding for Person Re-Identif...2017-11-28Code
19TriNet67.7NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
20LuNet60.48NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
21UTAL35.2NoUnsupervised Tracklet Person Re-Identification2019-03-01Code