OpenCodePapers
text-based-person-retrieval-on-icfg-pedes
Person Re-Identification
Text based Person Retrieval
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ModelName
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ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval
69.23
82.84
87.62
43.80
ITSELF
2026-01-03
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark
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68.51
41.22
APTM
2023-06-05
FitPro: A Zero-Shot Framework for Interactive Text-based Pedestrian Retrieval in Open World
✓ Link
68.50
82.80
85.80
45.83
FitPro
2025-09-20
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search
✓ Link
68.35
83.10
87.53
42.60
Filtering-WoRA(Small)
2024-04-16
Achieving Text-based Person Retrieval with Any Granularity
67.91
82.66
87.42
41.63
CMAM
2026-07-23
DiCo: Disentangled Concept Representation for Text-to-image Person Re-identification
67.81
83.29
87.62
DiCo
2026-01-15
Noisy-Correspondence Learning for Text-to-Image Person Re-identification
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67.68
82.47
87.36
40.06
7.87
RDE
2023-08-19
MARS: Paying more attention to visual attributes for text-based person search
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67.60
81.47
85.79
44.93
MARS
2024-07-05
ROGLE: Robust Global-Local Alignment with Automated Region Supervision for Text-Based Person Search
66.97
82.27
87.21
39.81
ROGLE
2026-06-01
Text-based Aerial-Ground Person Retrieval
66.78
81.36
86.23
43.60
TAG-CLIP
2025-11-11
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search
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65.28
80.4
85.12
41.29
RaSa
2023-05-23
An Empirical Study of CLIP for Text-based Person Search
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65.05
80.34
85.47
39.83
TBPS-CLIP (ViT-B/16)
2023-08-19
PLIP: Language-Image Pre-training for Person Representation Learning
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64.25
80.88
86.32
PLIP-RN50
2023-05-15
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval
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63.46
80.25
85.82
38.06
7.93
IRRA
2023-03-22
VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search
63.05
78.43
84.36
VGSG (ViT-Base)
2023-11-13
A Simple and Robust Correlation Filtering Method for Text-based Person Search
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57.18
SRCF
2022-11-04
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification
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54.23
SSAN
2021-07-27
Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval
67.81
39.85
87.14
82.34
CADA
2023-12-04
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