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 3140 of 139 papers

TitleStatusHype
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person SearchCode0
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person SearchCode0
Context-Aware Feature Learning for Noise Robust Person SearchCode0
APES: Audiovisual Person Search in Untrimmed VideoCode0
Learning Transferable Pedestrian Representation from Multimodal Information SupervisionCode0
Color inference from semantic labeling for person search in videosCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Improved Instance Discrimination and Feature Compactness for End-to-End Person SearchCode0
Interactive Natural Language-based Person SearchCode0
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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