← Vehicle Re-Identification

Papers with Code · CC BY-SA 4.0

VeRi-776

아카이브 평가 17건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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
MBR4B-LAI (w/ RK)	mAP 92.1 Rank-1 98.0 Rank5 98.6	Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification 2023-10-02	코드 1
RPTM	mAP 88.0 Rank-1 97.3 Rank1 97.3 Rank5 98.4	Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems 2021-10-15	코드 1
A Strong Baseline	mAP 87.1	A Strong Baseline for Vehicle Re-Identification 2021-04-22	코드 1
MBR4B-LAI (without re-ranking)	mAP 86.0 Rank-1 97.8 Rank5 99.0	Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification 2023-10-02	코드 1
MBR4B (without re-ranking)	mAP 84.72 Rank-1 97.68 Rank5 98.45	Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification 2023-10-02	코드 1
CLIP-ReID (without re-ranking)	mAP 84.5 Rank-1 97.3	CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels 2022-11-25	코드 1 · 코드 2
VehicleNet	mAP 83.41 Rank1 96.78	VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification 2020-04-14	코드 1 · 코드 2 · 코드 3
ProNet++ (ResNet50)	mAP 83.4 Rank-1 97.7	Rethinking Person Re-identification from a Projection-on-Prototypes Perspective 2023-08-21	연결 없음
TransReID	mAP 82.3 Rank-1 97.1	TransReID: Transformer-based Object Re-Identification 2021-02-08	코드 1 · 코드 2 · 코드 3 · 코드 4
CA-Jaccard	mAP 81.4 Rank-1 97.6 Rank-5 98.3	CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification 2023-11-17	코드 1
ANet	mAP 81.2 Rank-1 96.8 Rank1 96.8 Rank5 98.4	AttributeNet: Attribute Enhanced Vehicle Re-Identification 2021-02-07	연결 없음
GiT	mAP 80.34 Rank1 96.86	GiT: Graph Interactive Transformer for Vehicle Re-identification 2021-07-12	연결 없음
HPGN	mAP 80.18 Rank1 96.72	Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-identification 2020-05-29	코드 1
MSINet (2.3M w/o RK)	mAP 78.8 Rank-1 96.8	MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID 2023-03-13	코드 1
CAL	mAP 74.3 Rank-1 95.4 Rank5 97.9	Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification 2021-08-19	코드 1
QD-DLF	mAP 61.83	Vehicle Re-identification Using Quadruple Directional Deep Learning Features 2018-11-13	연결 없음
Cluster Contrast	mAP 40.8 Rank1 86.2 Rank5 90.5 Rank-10 92.8	Cluster Contrast for Unsupervised Person Re-Identification 2021-03-22	코드 1 · 코드 2 · 코드 3 · 코드 4