SOTAVerified

Text based Person Retrieval

Papers

Showing 2649 of 49 papers

TitleStatusHype
A Simple and Robust Correlation Filtering Method for Text-based Person SearchCode1
CLIP-Driven Fine-grained Text-Image Person Re-identificationCode1
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold0
CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval0
See Finer, See More: Implicit Modality Alignment for Text-based Person RetrievalCode1
Learning Granularity-Unified Representations for Text-to-Image Person Re-identificationCode1
Learning Semantic-Aligned Feature Representation for Text-based Person SearchCode1
Text-Based Person Search with Limited DataCode1
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
DSSL: Deep Surroundings-person Separation Learning for Text-based Person RetrievalCode1
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identificationCode1
TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person SearchCode1
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification0
Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person SearchCode1
Hierarchical Gumbel Attention Network for Text-based Person Search0
ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural LanguageCode1
Text-based Person Search via Attribute-aided Matching0
Improving Description-based Person Re-identification by Multi-granularity Image-text Alignments0
Deep Cross-Modal Projection Learning for Image-Text MatchingCode0
Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association0
Dual-Path Convolutional Image-Text Embeddings with Instance LossCode0
Identity-Aware Textual-Visual Matching with Latent Co-attention0
Person Search with Natural Language DescriptionCode0
Generative One-Class Models for Text-based Person Retrieval in Forensic Applications0
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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