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

MARS

Person Re-Identification Benchmark

Performance Over Time

📊 Showing 20 results | 📏 Metric: mAP

Top Performing Models

Rank Model Paper mAP Date Code
1 B-BOT + Attention and CL loss Video Person Re-ID: Fantastic Techniques and Where to Find Them 88.60 2019-11-21 📦 ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them
2 B-BOT + OSM + CL Centers* (Re-rank) Video Person Re-ID: Fantastic Techniques and Where to Find Them 88.50 2019-11-21 📦 ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them
3 DenseIL Dense Interaction Learning for Video-based Person Re-identification 87.00 2021-03-16 -
4 PiT Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian Retrieval 86.80 2022-02-12 📦 deropty/PiT
5 FGReID 📚 Fine-Grained Re-Identification 86.20 2020-11-26 📦 ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them 📦 ppriyank/Fine-grained-Re-Identification
6 STRF Spatio-Temporal Representation Factorization for Video-based Person Re-Identification 86.10 2021-07-25 -
7 mgh Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification 85.80 2021-04-30 📦 daodaofr/hypergraph_reid
8 STMN Video-based Person Re-identification with Spatial and Temporal Memory Networks 84.50 2021-08-20 📦 cvlab-yonsei/STMN
9 VKD (ResVKD-50bam) Robust Re-Identification by Multiple Views Knowledge Distillation 83.10 2020-07-08 📦 aimagelab/VKD
10 B-BOT + Attention and CL loss* Video Person Re-ID: Fantastic Techniques and Where to Find Them 82.90 2019-11-21 📦 ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them

All Papers (20)