SOTAVerified

Text based Person Retrieval

Papers

Showing 2649 of 49 papers

TitleStatusHype
PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-IdentificationCode0
Dual-Path Convolutional Image-Text Embeddings with Instance LossCode0
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person SearchCode0
Person Search with Natural Language DescriptionCode0
UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person RetrievalCode0
CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval0
Text-based Person Search via Attribute-aided Matching0
Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment0
Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions0
Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval0
Data Augmentation for Text-based Person Retrieval Using Large Language Models0
TVPR: Text-to-Video Person Retrieval and a New Benchmark0
DualFocus: Integrating Plausible Descriptions in Text-based Person Re-identification0
Generative One-Class Models for Text-based Person Retrieval in Forensic Applications0
Identity-Aware Textual-Visual Matching with Latent Co-attention0
Hierarchical Gumbel Attention Network for Text-based Person Search0
Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association0
Improving Description-based Person Re-identification by Multi-granularity Image-text Alignments0
SA-Person: Text-Based Person Retrieval with Scene-aware Re-ranking0
VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search0
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold0
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval0
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification0
Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MARSR@177.62Unverified
2APTMR@176.53Unverified
3RaSaR@176.51Unverified
4WoRAR@176.38Unverified
5CADAmAP68.87Unverified
6SRCFR@164.88Unverified
7LGURR@164.21Unverified
8SAFR@164.13Unverified
9TextReIDR@164.08Unverified
10TIPCBR@163.63Unverified
#ModelMetricClaimedVerifiedStatus
1APTMR@168.51Unverified
2Filtering-WoRA(Small)R@168.35Unverified
3CADARank-167.81Unverified
4RDER@167.68Unverified
5MARSR@167.6Unverified
6RaSaR@165.28Unverified
7TBPS-CLIP (ViT-B/16)R@165.05Unverified
8PLIP-RN50R@164.25Unverified
9IRRAR@163.46Unverified
10VGSG (ViT-Base)R@163.05Unverified
#ModelMetricClaimedVerifiedStatus
1MARSR@167.55Unverified
2APTMR@167.5Unverified
3RaSaR@166.9Unverified
4Filtering-WoRA(Small)R@166.85Unverified
5RDER@165.35Unverified
6TBPS-CLIP (ViT-B/16)R@161.95Unverified
7IRRAR@160.2Unverified
8CADAmAP52.74Unverified
9DSSLR@139.05Unverified