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Person Re Identification On Ltcc

Metrics

Rank-1

mAP

Results

Performance results of various models on this benchmark

Model Name	Rank-1	mAP	Paper Title	Repository
CAL+DLCR	41.3	19.6	DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID
CAL	40.1	18.0	Clothes-Changing Person Re-identification with RGB Modality Only
3DSL	31.2	14.8	Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification
CAL+GEFF	46.4	20.2	GEFF: Improving Any Clothes-Changing Person ReID Model using Gallery Enrichment with Face Features
GI-ReID	27.3	10.4	Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
FIRe2	44.6	19.1	Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification
CSSC	43.6	18.6	Content and Salient Semantics Collaboration for Cloth-Changing Person Re-Identification
CAMC	36.0	15.4	Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-Identification
SirNet	40.3	24.0	Sampling Agnostic Feature Representation for Long-Term Person Re-identification
FSAM	38.5	16.2	Fine-Grained Shape-Appearance Mutual Learning for Cloth-Changing Person Re-Identification	-
AD-ViT	72	34.2	Attribute De-biased Vision Transformer (AD-ViT) for Long-Term Person Re-identification

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