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 150 of 139 papers

TitleStatusHype
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual TasksCode3
MovieNet-PS: A Large-Scale Person Search Dataset in the WildCode1
Ground-to-Aerial Person Search: Benchmark Dataset and ApproachCode1
Gallery Filter Network for Person SearchCode1
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground NetworksCode1
PSTR: End-to-End One-Step Person Search With TransformersCode1
Text-Based Person Search with Limited DataCode1
TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person SearchCode1
MARS: Paying more attention to visual attributes for text-based person searchCode1
Efficient Person Search: An Anchor-Free ApproachCode1
Cascade Transformers for End-to-End Person SearchCode1
Sequential End-to-end Network for Efficient Person SearchCode1
Query-guided End-to-End Person SearchCode1
Anchor-Free Person SearchCode1
Exploring Visual Context for Weakly Supervised Person SearchCode1
Symbiotic Adversarial Learning for Attribute-based Person SearchCode1
Domain Adaptive Person SearchCode1
PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose TrackingCode1
Learning Semantic-Aligned Feature Representation for Text-based Person SearchCode1
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person SearchCode1
Norm-Aware Embedding for Efficient Person SearchCode1
An Empirical Study of CLIP for Text-based Person SearchCode1
PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person SearchCode1
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person SearchCode1
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly SearchCode1
ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural LanguageCode1
DDAM-PS: Diligent Domain Adaptive Mixer for Person SearchCode1
A Simple and Robust Correlation Filtering Method for Text-based Person SearchCode1
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person SearchCode0
Psych-Occlusion: Using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and RescueCode0
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
Prompting Continual Person SearchCode0
Context-Aware Feature Learning for Noise Robust Person SearchCode0
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person SearchCode0
APES: Audiovisual Person Search in Untrimmed VideoCode0
Color inference from semantic labeling for person search in videosCode0
Enhancing Visual Representation for Text-based Person SearchingCode0
Person Search in Videos with One Portrait Through Visual and Temporal LinksCode0
Learning Transferable Pedestrian Representation from Multimodal Information SupervisionCode0
Multi-Attribute Enhancement Network for Person SearchCode0
Person Search with Natural Language DescriptionCode0
Interactive Natural Language-based Person SearchCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Fast One-Stage Unsupervised Domain Adaptive Person SearchCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Knowledge Distillation for End-to-End Person SearchCode0
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin RegularizerCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SPNetMAP96.4Unverified
2SeqNeXt+GFNMAP96.4Unverified
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
5PAPSmAP51.6Unverified
6ROI-AlignPSmAP51.6Unverified
7GLCNet+CBGMmAP47.8Unverified
8NAE+SeqNet+CBGMmAP47.6Unverified
9DMRNetmAP46.9Unverified
10GLCNetmAP46.7Unverified