← Text based Person Retrieval
Papers with Code · CC BY-SA 4.0

CUHK-PEDES

아카이브 평가 21건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
MARS
R@1
77.62
R@10
94.27
R@5
90.63
mAP
71.41
MARS: Paying more attention to visual attributes for text-based person search
2024-07-05
코드 1
APTM
R@1
76.53
R@10
94.15
R@5
90.04
mAP
66.91
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark
2023-06-05
코드 1
RaSa
R@1
76.51
R@10
94.25
R@5
90.29
mAP
69.38
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search
2023-05-23
코드 1
WoRA
R@1
76.38
R@10
93.49
R@5
89.72
mAP
67.22
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search
2024-04-16
코드 1
SRCF
R@1
64.88
R@10
88.56
R@5
83.02
A Simple and Robust Correlation Filtering Method for Text-based Person Search
2022-11-04
코드 1
LGUR
R@1
64.21
연결 없음
논문 날짜 미기재
연결 없음
SAF
R@1
64.13
R@10
88.4
R@5
82.62
Learning Semantic-Aligned Feature Representation for Text-based Person Search
2021-12-13
코드 1
TextReID
R@1
64.08
R@10
88.19
R@5
81.73
mAP
60.08
Text-Based Person Search with Limited Data
2021-10-20
코드 1
TIPCB
R@1
63.63
R@10
89.01
R@5
82.82
TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person Search
2021-05-25
코드 1
AXM-Net
R@1
61.9
R@10
85.75
R@5
79.4
mAP
57.38
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification
2021-01-19
연결 없음
SSAN
R@1
61.37
R@10
86.73
R@5
80.15
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification
2021-07-27
코드 1
DSSL
R@1
59.98
R@10
87.56
R@5
80.41
DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval
2021-09-12
코드 1
NAFS
R@1
59.94
R@10
86.7
R@5
79.86
Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search
2021-01-08
코드 1 · 코드 2
HGAN
R@1
59.00
R@10
86.62
R@5
79.49
Hierarchical Gumbel Attention Network for Text-based Person Search
2020-10-10
연결 없음
CMAAM
R@1
56.68
R@10
84.86
R@5
77.18
Text-based Person Search via Attribute-aided Matching
2020-03-14
연결 없음
ViTAA
R@1
55.97
R@10
83.52
R@5
75.84
ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language
2020-05-15
코드 1 · 코드 2
MIA
R@1
53.10
R@10
82.90
R@5
75.00
Improving Description-based Person Re-identification by Multi-granularity Image-text Alignments
2019-06-23
연결 없음
CMPM+CMPC
R@1
49.37
R@10
79.27
R@5
-
Deep Cross-Modal Projection Learning for Image-Text Matching
2018-09-01
코드 1
Dual Path
R@1
44.4
R@10
75.07
R@5
66.26
Dual-Path Convolutional Image-Text Embeddings with Instance Loss
2017-11-15
코드 1 · 코드 2
GLA
R@1
43.58
R@10
76.26
R@5
66.93
Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association
2018-08-05
연결 없음
CADA
mAP
68.87
Rank-1
78.37
Rank-5
91.57
Rank-10
94.58
Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval
2023-12-04
연결 없음