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 51–75 of 139 papers

TitleStatusHype
Segmentation Mask Guided End-to-End Person SearchCode0
Interactive Natural Language-based Person SearchCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Divide and Conquer: Hybrid Pre-training for Person SearchCode0
Knowledge Distillation for End-to-End Person SearchCode0
Swap Path Network for Robust Person Search Pre-trainingCode0
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Re-ID Driven Localization Refinement for Person Search—0
Robust Partial Matching for Person Search in the Wild—0
Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search—0
Semi-supervised Text-based Person Search—0
Sequential Transformer for End-to-End Person Search—0
Stable and Effective One-Step Method for Person Search—0
Subtask-dominated Transfer Learning for Long-tail Person Search—0
TCTS: A Task-Consistent Two-Stage Framework for Person Search—0
Text-based Person Search via Attribute-aided Matching—0
Text-based Person Search without Parallel Image-Text Data—0
The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices—0
Towards Fully Decoupled End-to-End Person Search—0
Transferring a Semantic Representation for Person Re-Identification and Search—0
Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images—0
VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search—0
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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