Papers with Code · CC BY-SA 4.0

Market to Duke

아카이브 평가 25건 · 마지막 적재/변경 2026-10-30

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
모델	원본 지표·값	논문	구현
CORE-ReID	mAP 74.8 rank-1 84.8 rank-5 92.4 rank-10 94.4	CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification 2024-06-03	코드 1
LF2	mAP 73.5 rank-1 83.7	Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification 2022-05-19	코드 1
CCTSE	mAP 72.6 rank-1 85.0 rank-5 92.1 rank-10 93.9	Unsupervised and self-adaptative techniques for cross-domain person re-identification 2021-03-21	코드 1
EvoADA	mAP 71.4	On Evolving Attention Towards Domain Adaptation 2021-03-25	연결 없음
AWB	mAP 71.0 rank-1 83.4 rank-5 91.7 rank-10 93.8	Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond 2020-06-11	코드 1
SpCL	mAP 68.8 rank-1 82.9 rank-5 90.1 rank-10 92.5	Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID 2020-06-04	코드 1 · 코드 2 · 코드 3
MMT	mAP 65.1 rank-1 78.0 rank-5 88.8 rank-10 92.5	Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification 2020-01-06	코드 1 · 코드 2
SDA	mAP 61.4 rank-1 76.5 rank-5 86.6 rank-10 89.7	Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID 2020-03-14	코드 1 · 코드 2 · 코드 3
SNR	mAP 58.1 rank-1 76.3 rank-5 - rank-10 -	Style Normalization and Restitution for Generalizable Person Re-identification 2020-05-22	코드 1
ACT	mAP 54.5 rank-1 72.4 rank-5 - rank-10 -	Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification 2019-12-03	코드 1
ECN++	mAP 54.4 rank-1 74.0 rank-5 83.7 rank-10 87.4	Learning to Adapt Invariance in Memory for Person Re-identification 2019-08-01	연결 없음
PCB-PAST	mAP 54.3 rank-1 72.4	Self-training with progressive augmentation for unsupervised cross-domain person re-identification 2019-07-31	코드 1
AD-Cluster	mAP 54.1 rank-1 72.6 rank-5 82.5 rank-10 85.5	AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification 2020-04-19	연결 없음
SSG	mAP 53.4 rank-1 73.0 rank-5 80.6 rank-10 83.2	Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification 2018-11-26	코드 1
MMCL	mAP 51.4 rank-1 72.4 rank-5 82.9 rank-10 85.0	Unsupervised Person Re-identification via Multi-label Classification 2020-04-20	연결 없음
UDAP	mAP 49.0 rank-1 68.4 rank-5 80.1 rank-10 83.5	Unsupervised Domain Adaptive Re-Identification: Theory and Practice 2018-07-30	코드 1 · 코드 2 · 코드 3
PDA-Net	mAP 45.1 rank-1 63.2 rank-5 77.0 rank-10 82.5	Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation 2019-09-20	연결 없음
CBN+ECN	mAP 44.9 rank-1 68 rank-5 80 rank-10 83.9	Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization 2020-01-23	코드 1
ENC	mAP 40.4 rank-1 63.3	Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification 2019-04-03	코드 1 · 코드 2
UCDA	mAP 31.0 rank-1 47.7 rank-5 - rank-10 -	A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification 2019-04-06	연결 없음
CFSM	mAP 27.3 rank-1 49.8 rank-5 - rank-10 -	Disjoint Label Space Transfer Learning with Common Factorised Space 2018-12-06	연결 없음
DG-Net	mAP 24.25 rank-1 42.62 rank-5 58.57 rank-10 64.63	Joint Discriminative and Generative Learning for Person Re-identification 2019-04-15	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12
TJ-AIDL	mAP 23.0 rank-1 44.3 rank-5 59.6 rank-10 65.0	Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification 2018-03-26	연결 없음
SPGAN	mAP 22.3 rank-1 41.1 rank-5 56.6 rank-10 63.0	Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification 2017-11-19	코드 1 · 코드 2
OG-Net	mAP 13.7 rank-1 26.4 rank-5 - rank-10 -	Parameter-Efficient Person Re-identification in the 3D Space 2020-06-08	코드 1