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
Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions0
Divide and Conquer: Hybrid Pre-training for Person SearchCode0
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person SearchCode0
VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search0
Generalizable Person Search on Open-world User-Generated Video Content0
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement0
Towards Fully Decoupled End-to-End Person Search0
Learning Scene-Pedestrian Graph for End to end Person SearchCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Real-time distributed video analytics for privacy-aware person search0
Text-based Person Search without Parallel Image-Text Data0
Learning Transferable Pedestrian Representation from Multimodal Information SupervisionCode0
SCMM: Calibrating Cross-modal Representations for Text-Based Person Search0
LEAPS: End-to-End One-Step Person Search With Learnable Proposals0
Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search0
Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search0
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person SearchCode0
Deep Learning for Human Parsing: A Survey0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Person Text-Image Matching via Text-Feature Interpretability Embedding and External Attack Node ImplantationCode0
DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search0
Sequential Transformer for End-to-End Person Search0
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
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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