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아카이브 평가 23건 · 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
TransReID-SSL (ViTi-S)	Rank-1 95.3 MAP 89.6	Self-Supervised Pre-Training for Transformer-Based Person Re-Identification 2021-11-23	코드 1 · 코드 2 · 코드 3
TMGF	Rank-1 95.5 MAP 89.5 Rank-10 98.7 Rank-5 98.0	Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification 2022-11-22	코드 1
PCL-CLIP (O2CAP)	Rank-1 94.8 MAP 88.4 Rank-10 98.7 Rank-5 98.0	Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification 2023-10-26	코드 1
TransReID-SSL (ViT-S)	Rank-1 94.2 MAP 88.2	Self-Supervised Pre-Training for Transformer-Based Person Re-Identification 2021-11-23	코드 1 · 코드 2 · 코드 3
PCL-CLIP (CAP)	Rank-1 93.9 MAP 87.4 Rank-10 98.5 Rank-5 97.7	Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification 2023-10-26	코드 1
PCL-CLIP (CC)	Rank-1 94.2 MAP 86.9 Rank-10 98.7 Rank-5 97.8	Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification 2023-10-26	코드 1
CA-Jaccard	Rank-1 94.4 MAP 86.1 Rank-10 98.7 Rank-5 97.9	CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification 2023-11-17	코드 1
PPLR	Rank-1 94.3 MAP 84.4 Rank-10 98.6 Rank-5 97.8	Part-based Pseudo Label Refinement for Unsupervised Person Re-identification 2022-03-28	코드 1
HHCL(ResNet50 w/o RK)	Rank-1 93.4 MAP 84.2 Rank-10 98.5 Rank-5 97.7	Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification 2021-09-25	코드 1
Cluster Contrast	Rank-1 92.9 MAP 83 Rank-10 98 Rank-5 97.2	Cluster Contrast for Unsupervised Person Re-Identification 2021-03-22	코드 1 · 코드 2 · 코드 3 · 코드 4
ICE	Rank-1 93.8 MAP 82.3 Rank-10 98.4 Rank-5 97.6	ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification 2021-03-30	코드 1
CACL	Rank-1 92.7 MAP 80.9 Rank-10 98.5 Rank-5 97.4	Cluster-guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification 2021-06-15	코드 1
MGCE-HCL	Rank-1 92.1 MAP 79.6	Hybrid Contrastive Learning with Cluster Ensemble for Unsupervised Person Re-identification 2022-01-28	연결 없음
Group Sampling	Rank-1 92.3 MAP 79.2 Rank-10 97.8 Rank-5 96.6	Rethinking Sampling Strategies for Unsupervised Person Re-identification 2021-07-07	코드 1 · 코드 2
CAP	Rank-1 91.4 MAP 79.2 Rank-10 97.7 Rank-5 96.3	Camera-aware Proxies for Unsupervised Person Re-Identification 2020-12-19	코드 1
IICS	Rank-1 89.5 MAP 72.9 Rank-10 97.0 Rank-5 95.2	Intra-Inter Camera Similarity for Unsupervised Person Re-Identification 2021-03-22	코드 1
SpCL	Rank-1 87.7 MAP 72.6 Rank-10 96.9 Rank-5 95.2	Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID 2020-06-04	코드 1 · 코드 2 · 코드 3
Self-Similarity Grouping (one shot)	Rank-1 87.5 MAP 71.5 Rank-10 96.8 Rank-5 95.2	Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification 2018-11-26	코드 1
ECN	Rank-1 75.1 MAP 43 Rank-10 91.6 Rank-5 87.6	Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification 2019-04-03	코드 1 · 코드 2
Dispersion based Clustering	Rank-1 69.2 MAP 41.3 Rank-10 87.8 Rank-5 83	Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification 2019-06-04	코드 1
SPGAN+LMP	Rank-1 57.7 MAP 26.7 Rank-10 82.4 Rank-5 75.8	Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification 2017-11-19	코드 1 · 코드 2
PUL	Rank-1 45.5 MAP 20.5 Rank-10 66.7 Rank-5 60.7	Unsupervised Person Re-identification: Clustering and Fine-tuning 2017-05-30	코드 1
TransReID-SSL (ViT-S w/o RK)	Rank-1 95.3	Self-Supervised Pre-Training for Transformer-Based Person Re-Identification 2021-11-23	코드 1 · 코드 2 · 코드 3