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 11–20 of 139 papers

TitleStatusHype
Swap Path Network for Robust Person Search Pre-trainingCode0
Cerberus: Attribute-based person re-identification using semantic IDs—0
MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models—0
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 Discovery—0
Lifelong Person Search—0
MARS: Paying more attention to visual attributes for text-based person searchCode1
LAIP: Learning Local Alignment from Image-Phrase Modeling for Text-based Person Search—0
Attribute-Aware Implicit Modality Alignment for Text Attribute Person Search—0
Show:102550
← PrevPage 2 of 14Next →

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