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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–139 of 139 papers

TitleStatusHype
End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation—0
Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search—0
FMT:Fusing Multi-task Convolutional Neural Network for Person Search—0
Generalizable Person Search on Open-world User-Generated Video Content—0
Grouped Adaptive Loss Weighting for Person Search—0
Hierarchical Gumbel Attention Network for Text-based Person Search—0
IAN: The Individual Aggregation Network for Person Search—0
Id-Free Person Similarity Learning—0
Image-Specific Information Suppression and Implicit Local Alignment for Text-based Person Search—0
Improving Text-based Person Search via Part-level Cross-modal Correspondence—0
Instance Guided Proposal Network for Person Search—0
Joint Person Objectness and Repulsion for Person Search—0
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search—0
LAIP: Learning Local Alignment from Image-Phrase Modeling for Text-based Person Search—0
LapsCore: Language-Guided Person Search via Color Reasoning—0
LEAPS: End-to-End One-Step Person Search With Learnable Proposals—0
Learning Context-Aware Embedding for Person Search—0
Learning Context Graph for Person Search—0
Lifelong Person Search—0
Making Person Search Enjoy the Merits of Person Re-identification—0
Mixture of Submodules for Domain Adaptive Person Search—0
MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models—0
Natural Language Person Search Using Deep Reinforcement Learning—0
Neural Person Search Machines—0
Online Multi-modal Person Search in Videos—0
Adversarial Representation Learning for Text-to-Image Matching—0
Person Search by Multi-Scale Matching—0
Person Search by Text Attribute Query As Zero-Shot Learning—0
Person Search Challenges and Solutions: A Survey—0
Person search: New paradigm of person re-identification: A survey and outlook of recent works—0
Person Search via A Mask-Guided Two-Stream CNN Model—0
PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery—0
Prototype-Guided Saliency Feature Learning for Person Search—0
Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions—0
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement—0
Query-Guided Networks for Few-shot Fine-grained Classification and Person Search—0
RCAA: Relational Context-Aware Agents for Person Search—0
Real-time distributed video analytics for privacy-aware person search—0
Re-ID Driven Localization Refinement for Person Search—0
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All datasetsCUHK-SYSUPRW

Benchmark Results

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