ML Research Wiki / Benchmarks / Person Re-Identification / PRID2011

PRID2011

Person Re-Identification Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Rank-1

Top Performing Models

Rank Model Paper Rank-1 Date Code
1 B-BOT + Attention and CL loss* 📚 Video Person Re-ID: Fantastic Techniques and Where to Find Them 96.60 2019-11-21 📦 ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them
2 FGReID Fine-Grained Re-Identification 96.10 2020-11-26 📦 ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them 📦 ppriyank/Fine-grained-Re-Identification
3 AGRL Adaptive Graph Representation Learning for Video Person Re-identification 93.10 2019-09-05 📦 weleen/AGRL.pytorch
4 uPMnet Exploiting Robust Unsupervised Video Person Re-identification 92.00 2021-11-09 📦 deropty/uPMnet
5 DAL Deep Association Learning for Unsupervised Video Person Re-identification 85.30 2018-08-22 📦 yanbeic/Deep-Association-Learning
6 DGM+MLAPG+ Dynamic Label Graph Matching for Unsupervised Video Re-Identification 73.10 2017-09-27 -
7 DGM+IDE+ Dynamic Label Graph Matching for Unsupervised Video Re-Identification 56.40 2017-09-27 -
8 UTAL Unsupervised Tracklet Person Re-Identification 54.70 2019-03-01 📦 liminxian/DukeMTMC-SI-Tracklet
9 TAUDL Unsupervised Person Re-identification by Deep Learning Tracklet Association 49.40 2018-09-08 -
10 DASy* Domain Adaptation through Synthesis for Unsupervised Person Re-identification 43.00 2018-04-26 -

All Papers (10)

ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them
ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them ppriyank/Fine-grained-Re-Identification
weleen/AGRL.pytorch
deropty/uPMnet
yanbeic/Deep-Association-Learning
liminxian/DukeMTMC-SI-Tracklet