SOTAVerified

Person Search

Person Search is a task which aims at matching a specific person among a great number of whole scene images.

Source: Re-ID Driven Localization Refinement for Person Search

Papers

Showing 101125 of 139 papers

TitleStatusHype
Learning Context Graph for Person Search0
Lifelong Person Search0
Making Person Search Enjoy the Merits of Person Re-identification0
Mixture of Submodules for Domain Adaptive Person Search0
MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models0
Natural Language Person Search Using Deep Reinforcement Learning0
Improved Instance Discrimination and Feature Compactness for End-to-End Person SearchCode0
Segmentation Mask Guided End-to-End Person SearchCode0
Person Search with Natural Language DescriptionCode0
Interactive Natural Language-based Person SearchCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Person Text-Image Matching via Text-Feature Interpretability Embedding and External Attack Node ImplantationCode0
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
Knowledge Distillation for End-to-End Person SearchCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Prompting Continual Person SearchCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Color inference from semantic labeling for person search in videosCode0
Divide and Conquer: Hybrid Pre-training for Person SearchCode0
Learning Scene-Pedestrian Graph for End to end Person SearchCode0
Head and Body: Unified Detector and Graph Network for Person Search in MediaCode0
Learning Transferable Pedestrian Representation from Multimodal Information SupervisionCode0
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin RegularizerCode0
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person SearchCode0
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person SearchCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SeqNeXt+GFNMAP96.4Unverified
2SPNetMAP96.4Unverified
3SeqNeXtMAP96.1Unverified
4GLCNet+CBGMMAP95.8Unverified
5GLCNetMAP95.5Unverified
6SOLIDERMAP95.5Unverified
7ROI-AlignPSMAP95.4Unverified
8NAE+SeqNet+CBGMMAP94.8Unverified
9DMRNet++MAP94.5Unverified
10OIM+SeqNet+CBGMMAP94.3Unverified
#ModelMetricClaimedVerifiedStatus
1SPNetmAP61.2Unverified
2SOLIDERmAP59.8Unverified
3SeqNeXtmAP57.6Unverified
4DMRNet++mAP52.1Unverified
5ROI-AlignPSmAP51.6Unverified
6PAPSmAP51.6Unverified
7GLCNet+CBGMmAP47.8Unverified
8NAE+SeqNet+CBGMmAP47.6Unverified
9DMRNetmAP46.9Unverified
10GLCNetmAP46.7Unverified