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 5175 of 139 papers

TitleStatusHype
DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search0
Sequential Transformer for End-to-End Person Search0
A Simple and Robust Correlation Filtering Method for Text-based Person SearchCode1
Gallery Filter Network for Person SearchCode1
PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person SearchCode1
Grouped Adaptive Loss Weighting for Person Search0
Query-Guided Networks for Few-shot Fine-grained Classification and Person Search0
Image-Specific Information Suppression and Implicit Local Alignment for Text-based Person Search0
Domain Adaptive Person SearchCode1
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person SearchCode1
Context-Aware Feature Learning for Noise Robust Person SearchCode0
PSTR: End-to-End One-Step Person Search With TransformersCode1
CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search0
Cascade Transformers for End-to-End Person SearchCode1
Describe me if you can! Characterized Instance-level Human Parsing0
End-to-end Person Search Sequentially Trained on Aggregated Dataset0
PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose TrackingCode1
Id-Free Person Similarity Learning0
Learning Semantic-Aligned Feature Representation for Text-based Person SearchCode1
MovieNet-PS: A Large-Scale Person Search Dataset in the WildCode1
Subtask-dominated Transfer Learning for Long-tail Person Search0
Learning Context-Aware Embedding for Person Search0
Head and Body: Unified Detector and Graph Network for Person Search in MediaCode0
Text-Based Person Search with Limited DataCode1
Context-Aware Unsupervised Clustering for Person Search0
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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