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
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual TasksCode3
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground NetworksCode1
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly SearchCode1
MARS: Paying more attention to visual attributes for text-based person searchCode1
DDAM-PS: Diligent Domain Adaptive Mixer for Person SearchCode1
Ground-to-Aerial Person Search: Benchmark Dataset and ApproachCode1
An Empirical Study of CLIP for Text-based Person SearchCode1
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person SearchCode1
A Simple and Robust Correlation Filtering Method for Text-based Person SearchCode1
Gallery Filter Network for Person SearchCode1
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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