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
End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation0
Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search0
FMT:Fusing Multi-task Convolutional Neural Network for Person Search0
Generalizable Person Search on Open-world User-Generated Video Content0
Grouped Adaptive Loss Weighting for Person Search0
Hierarchical Gumbel Attention Network for Text-based Person Search0
IAN: The Individual Aggregation Network for Person Search0
Id-Free Person Similarity Learning0
Image-Specific Information Suppression and Implicit Local Alignment for Text-based Person Search0
Improving Text-based Person Search via Part-level Cross-modal Correspondence0
Instance Guided Proposal Network for Person Search0
Joint Person Objectness and Repulsion for Person Search0
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search0
LAIP: Learning Local Alignment from Image-Phrase Modeling for Text-based Person Search0
LapsCore: Language-Guided Person Search via Color Reasoning0
LEAPS: End-to-End One-Step Person Search With Learnable Proposals0
Learning Context-Aware Embedding for Person Search0
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
Neural Person Search Machines0
Online Multi-modal Person Search in Videos0
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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