ML Research Wiki / Benchmarks / Text based Person Retrieval / RSTPReid

RSTPReid

Text based Person Retrieval Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: R@1

Top Performing Models

Rank Model Paper R@1 Date Code
1 APTM 📚 Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark 67.50 2023-06-05 📦 Shuyu-XJTU/APTM
2 IRRA 📚 Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval 60.20 2023-03-22 📦 anosorae/irra
3 MARS MARS: Paying more attention to visual attributes for text-based person search 52.92 2024-07-05 📦 ergastialex/mars
4 CADA Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval 52.74 2023-12-04 -
5 Filtering-WoRA(Small) 📚 From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search 52.49 2024-04-16 📦 JT-Sun/Filtering-WoRA
6 RaSa RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search 52.31 2023-05-23 📦 flame-chasers/rasa
7 RDE Noisy-Correspondence Learning for Text-to-Image Person Re-identification 50.88 2023-08-19 📦 QinYang79/RDE
8 TBPS-CLIP (ViT-B/16) An Empirical Study of CLIP for Text-based Person Search 48.26 2023-08-19 📦 flame-chasers/tbps-clip
9 DSSL DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval 39.05 2021-09-12 📦 njtechcvlab/rstpreid-dataset

All Papers (9)

Shuyu-XJTU/APTM
anosorae/irra
ergastialex/mars
JT-Sun/Filtering-WoRA
flame-chasers/rasa
QinYang79/RDE
flame-chasers/tbps-clip
njtechcvlab/rstpreid-dataset