ML Research Wiki / Benchmarks / Person Re-Identification / iLIDS-VID

iLIDS-VID

Person Re-Identification Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Rank-1

Top Performing Models

Rank Model Paper Rank-1 Date Code
1 PiT Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian Retrieval 92.07 2022-02-12 📦 deropty/PiT
2 FGReID 📚 Fine-Grained Re-Identification 91.50 2020-11-26 📦 ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them 📦 ppriyank/Fine-grained-Re-Identification
3 STRF Spatio-Temporal Representation Factorization for Video-based Person Re-Identification 89.30 2021-07-25 -
4 MGH Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification 85.60 2021-04-30 📦 daodaofr/hypergraph_reid
5 AGRL Adaptive Graph Representation Learning for Video Person Re-identification 83.70 2019-09-05 📦 weleen/AGRL.pytorch
6 uPMnet Exploiting Robust Unsupervised Video Person Re-identification 63.10 2021-11-09 📦 deropty/uPMnet
7 TKP Temporal Knowledge Propagation for Image-to-Video Person Re-identification 54.60 2019-08-11 📦 guxinqian/TKP
8 UTAL Unsupervised Tracklet Person Re-Identification 35.10 2019-03-01 📦 liminxian/DukeMTMC-SI-Tracklet

All Papers (8)

deropty/PiT
ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them ppriyank/Fine-grained-Re-Identification
daodaofr/hypergraph_reid
weleen/AGRL.pytorch
deropty/uPMnet
guxinqian/TKP
liminxian/DukeMTMC-SI-Tracklet