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Text Based Person Retrieval On Icfg Pedes

评估指标

R@1
R@10
R@5
mAP

评测结果

各个模型在此基准测试上的表现结果

Paper Title
APTM68.51--41.22Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark
Filtering-WoRA(Small)68.3587.5383.1042.60From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search
RDE67.6887.3682.4740.06Noisy-Correspondence Learning for Text-to-Image Person Re-identification
MARS67.6085.7981.4744.93MARS: Paying more attention to visual attributes for text-based person search
RaSa65.2885.1280.441.29RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search
TBPS-CLIP (ViT-B/16)65.0585.4780.3439.83An Empirical Study of CLIP for Text-based Person Search
PLIP-RN5064.2586.3280.88-PLIP: Language-Image Pre-training for Person Representation Learning
IRRA63.4685.8280.2538.06Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval
VGSG (ViT-Base)63.0584.3678.43-VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search
SRCF57.18---A Simple and Robust Correlation Filtering Method for Text-based Person Search
SSAN54.23---Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification
CADA---39.85Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval
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Text Based Person Retrieval On Icfg Pedes | SOTA | HyperAI超神经