ML Research Wiki / Benchmarks / Text based Person Retrieval / CUHK-PEDES

CUHK-PEDES

Text based Person Retrieval Benchmark

Performance Over Time

📊 Showing 16 results | 📏 Metric: R@1

Top Performing Models

Rank Model Paper R@1 Date Code
1 MARS MARS: Paying more attention to visual attributes for text-based person search 71.41 2024-07-05 📦 ergastialex/mars
2 RaSa RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search 69.38 2023-05-23 📦 flame-chasers/rasa
3 CADA Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval 68.87 2023-12-04 -
4 WoRA 📚 From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search 67.22 2024-04-16 📦 JT-Sun/Filtering-WoRA
5 APTM 📚 Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark 66.91 2023-06-05 📦 Shuyu-XJTU/APTM
6 SAF Learning Semantic-Aligned Feature Representation for Text-based Person Search 64.13 2021-12-13 📦 reallsp/SAF
7 TIPCB TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person Search 63.63 2021-05-25 📦 OrangeYHChen/TIPCB
8 SSAN Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification 61.37 2021-07-27 📦 zifyloo/SSAN
9 TextReID 📚 Text-Based Person Search with Limited Data 60.08 2021-10-20 📦 brandonhanx/textreid
10 DSSL DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval 59.98 2021-09-12 📦 njtechcvlab/rstpreid-dataset

All Papers (16)

ergastialex/mars
flame-chasers/rasa
JT-Sun/Filtering-WoRA
Shuyu-XJTU/APTM
reallsp/SAF
OrangeYHChen/TIPCB
zifyloo/SSAN
brandonhanx/textreid
njtechcvlab/rstpreid-dataset
TencentYoutuResearch/PersonReID-CACENET TencentYoutuResearch/PersonReID-NAFS
Jarr0d/ViTAA Jarr0d/Human-Parsing-Network
layumi/Image-Text-Embedding pshroff04/Dual_Path_CNN