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아카이브 평가 135건 · 마지막 적재/변경

원본 데이터셋 링크 1

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원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
CAMEL*
Rank-1
54.5
mAP
26.3
 Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification
2017-08-27		 코드 1
WARCA
Rank-1
45.16
 Scalable Metric Learning via Weighted Approximate Rank Component Analysis
2016-03-01		 연결 없음
PUL*
Rank-1
44.7
mAP
20.1
 Unsupervised Person Re-identification: Clustering and Fine-tuning
2017-05-30		 코드 1
LOMO + XQDA
Rank-1
43.79
mAP
22.22
 Person Re-identification by Local Maximal Occurrence Representation and Metric Learning
2014-06-17		 코드 1
BOW
Rank-1
34.40
mAP
14.09
 Scalable Person Re-Identification: A Benchmark
2015-12-01		 연결 없음
Unsupervised Pre-training (ResNet101+RK)
mAP
96.21
 Unsupervised Pre-training for Person Re-identification
2020-12-07		 코드 1
PLIP-RN50-ABDNet
mAP
91.2
 PLIP: Language-Image Pre-training for Person Representation Learning
2023-05-15		 코드 1
st-ReID+InSTD
mAP
90.8
 Learning Instance-level Spatial-Temporal Patterns for Person Re-identification
2021-07-31		 코드 1
UniHCP (finetune)
mAP
90.3
 UniHCP: A Unified Model for Human-Centric Perceptions
2023-03-06		 코드 1
EI-Net
mAP
88.75
 Exciting-Inhibition Network for Person Reidentification in Internet of Things
2021-10-15		 연결 없음
IBN-Net50-a
mAP
88.2
 A Strong Baseline and Batch Normalization Neck for Deep Person Re-identification
2019-06-19		 코드 1 · 코드 2 · 코드 3
IGOAS
mAP
84.1
 Incremental Generative Occlusion Adversarial Suppression Network for Person ReID
2021-04-06		 코드 1
Proposed SGGNN
mAP
82.8
 Person Re-identification with Deep Similarity-Guided Graph Neural Network
2018-07-26		 연결 없음
Dispersion based Clustering
Rank-5
83
mAP
41.3
 Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification
2019-06-04		 코드 1
LightMBN
mINP
0.50
 Lightweight Multi-Branch Network for Person Re-Identification
2021-01-26		 코드 1 · 코드 2