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 110 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
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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