ML Research Wiki / Benchmarks / Person Re-Identification / Market-1501-C

Market-1501-C

Person Re-Identification Benchmark

Performance Over Time

📊 Showing 22 results | 📏 Metric: Rank-1

Top Performing Models

Rank Model Paper Rank-1 Date Code
1 CIL (ResNet-50) Benchmarks for Corruption Invariant Person Re-identification 28.03 2021-11-01 📦 MinghuiChen43/CIL-ReID
2 TransReID TransReID: Transformer-based Object Re-Identification 27.38 2021-02-08 📦 heshuting555/TransReID 📦 damo-cv/transreid 📦 ChristmasStory/TransReID-main 📦 darrishabh/coviprox
3 CaceNet Devil in the Details: Towards Accurate Single and Multiple Human Parsing 18.24 2018-09-17 📦 liutinglt/CE2P 📦 Liuyixuan95/DORN
4 PLR-OS Learning Diverse Features with Part-Level Resolution for Person Re-Identification 14.23 2020-01-21 📦 AI-NERC-NUPT/PLR-OSNet
5 RRID Relation Network for Person Re-identification 14.23 2019-11-21 📦 cvlab-yonsei/RRID
6 Pyramid Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training 12.75 2018-10-29 📦 TencentYoutuResearch/PersonReID-Pyramid
7 PCB Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) 12.72 2017-11-26 📦 huanghoujing/person-reid-triplet-loss-baseline 📦 syfafterzy/pcb_rpp_for_reid 📦 syfafterzy/PCB_RPP
8 AGW (ResNet-50) Deep Learning for Person Re-identification: A Survey and Outlook 12.13 2020-01-13 📦 layumi/Person_reID_baseline_pytorch 📦 mangye16/ReID-Survey 📦 zion-king/Deep-Learning-for-Person-Re-identification
9 SBS (ResNet-50) FastReID: A Pytorch Toolbox for General Instance Re-identification 11.54 2020-06-04 📦 JDAI-CV/fast-reid 📦 linghu8812/tensorrt_tracker 📦 Vill-Lab/2023-TIFS-DTIBA
10 BDB Batch DropBlock Network for Person Re-identification and Beyond 10.95 2018-11-17 📦 daizuozhuo/batch-feature-erasing-network 📦 daizuozhuo/batch-dropblock-network 📦 FaizaAslam2424/Faiza-Aslam 📦 zjjszj/ps_dm_reid 📦 zjjszj/batch-feature-erasing

All Papers (22)