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 125 of 139 papers

TitleStatusHype
Dynamic Uncertainty Learning with Noisy Correspondence for Text-Based Person Search0
Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images0
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground NetworksCode1
Boosting Weak Positives for Text Based Person Search0
Mixture of Submodules for Domain Adaptive Person Search0
Improving Text-based Person Search via Part-level Cross-modal Correspondence0
Enhancing Visual Representation for Text-based Person SearchingCode0
Unsupervised Domain Adaptive Person Search via Dual Self-CalibrationCode0
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search0
Psych-Occlusion: Using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and RescueCode0
Swap Path Network for Robust Person Search Pre-trainingCode0
Cerberus: Attribute-based person re-identification using semantic IDs0
MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models0
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly SearchCode1
Prompting Continual Person SearchCode0
PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery0
Lifelong Person Search0
MARS: Paying more attention to visual attributes for text-based person searchCode1
LAIP: Learning Local Alignment from Image-Phrase Modeling for Text-based Person Search0
Attribute-Aware Implicit Modality Alignment for Text Attribute Person Search0
Scene-Adaptive Person Search via Bilateral ModulationsCode0
Fast One-Stage Unsupervised Domain Adaptive Person SearchCode0
Semi-supervised Text-based Person Search0
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person SearchCode0
Domain Generalizable Person Search Using Unreal Dataset0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SPNetMAP96.4Unverified
2SeqNeXt+GFNMAP96.4Unverified
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
5PAPSmAP51.6Unverified
6ROI-AlignPSmAP51.6Unverified
7GLCNet+CBGMmAP47.8Unverified
8NAE+SeqNet+CBGMmAP47.6Unverified
9DMRNetmAP46.9Unverified
10GLCNetmAP46.7Unverified