ML Research Wiki / Benchmarks / Person Re-Identification / SYSU-30k

SYSU-30k

Person Re-Identification Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Rank-1

Top Performing Models

Rank Model Paper Rank-1 Date Code
1 IICS (generalization) 📚 Intra-Inter Camera Similarity for Unsupervised Person Re-Identification 36.00 2021-03-22 📦 SY-Xuan/IICS
2 DGL (weakly-supervised) Weakly Supervised Person Re-ID: Differentiable Graphical Learning and A New Benchmark 26.90 2019-04-08 📦 wanggrun/SYSU-30k
3 MGN (generalization) 📚 Learning Discriminative Features with Multiple Granularities for Person Re-Identification 23.60 2018-04-04 📦 seathiefwang/MGN-pytorch 📦 GNAYUOHZ/ReID-MGN 📦 kilsenp/triplet-reid-pytorch
4 ResNet-50 (generalization) 📚 Deep Residual Learning for Image Recognition 20.10 2015-12-10 📦 tensorflow/models 📦 tensorflow/models 📦 tensorflow/models
5 Triplet (self-supervised) 📚 Solving Inefficiency of Self-supervised Representation Learning 14.80 2021-04-18 📦 wanggrun/triplet
6 BYOL (self-supervised) 📚 Bootstrap your own latent: A new approach to self-supervised Learning 12.70 2020-06-13 📦 deepmind/deepmind-research 📦 alibaba/EasyCV 📦 lucidrains/byol-pytorch
7 MoCo v2 (self-supervised) 📚 Improved Baselines with Momentum Contrastive Learning 11.60 2020-03-09 📦 open-mmlab/mmdetection 📦 facebookresearch/moco 📦 lightly-ai/lightly
8 DARI (generalization) 📚 DARI: Distance metric And Representation Integration for Person Verification 11.20 2016-04-15 -
9 SimCLR (self-supervised) 📚 A Simple Framework for Contrastive Learning of Visual Representations 10.90 2020-02-13 📦 tensorflow/models 📦 google-research/simclr 📦 lightly-ai/lightly
10 DF (generalization) 📚 Deep Feature Learning with Relative Distance Comparison for Person Re-identification 10.30 2015-12-11 -

All Papers (10)

Deep Residual Learning for Image Recognition

2015
ResNet-50 (generalization)