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SotA/Computer Vision/Person Re-Identification/MARS

Person Re-Identification on MARS

Metric: Rank-1 (higher is better)

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#Model↕Rank-1▼Extra DataPaperDate↕Code
1DenseIL90.8NoDense Interaction Learning for Video-based Perso...2021-03-16-
2STMN90.5NoVideo-based Person Re-identification with Spatia...2021-08-20Code
3STRF90.3NoSpatio-Temporal Representation Factorization for...2021-07-25-
4PiT90.22NoMulti-direction and Multi-scale Pyramid in Trans...2022-02-12Code
5mgh90NoLearning Multi-Granular Hypergraphs for Video-Ba...2021-04-30Code
6NVAN90NoSpatially and Temporally Efficient Non-local Att...2019-08-05Code
7AGRL89.8NoAdaptive Graph Representation Learning for Video...2019-09-05Code
8FGReID89.6YesFine-Grained Re-Identification2020-11-26Code
9VKD (ResVKD-50bam)89.4NoRobust Re-Identification by Multiple Views Knowl...2020-07-08Code
10B-BOT + Attention and CL loss88.6NoVideo Person Re-ID: Fantastic Techniques and Whe...2019-11-21Code
11Baseline + GS + SC (ours)88.32NoCloth-Changing Person Re-identification from A S...2021-03-29Code
12TKP84NoTemporal Knowledge Propagation for Image-to-Vide...2019-08-11Code
13TriNet (RK)81.21NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
14TriNet79.8NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
15LuNet (RK)78.48NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
16PSE+ ECN (rank-dist)76.7NoA Pose-Sensitive Embedding for Person Re-Identif...2017-11-28Code
17LuNet75.56NoIn Defense of the Triplet Loss for Person Re-Ide...2017-03-22Code
18UTAL49.9NoUnsupervised Tracklet Person Re-Identification2019-03-01Code