← Vehicle Re-Identification

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아카이브 평가 13건 · 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
Recall@k Surrogate loss (ViT-B/16)	Rank-1 96.2 Rank-5 98.0	Recall@k Surrogate Loss with Large Batches and Similarity Mixup 2021-08-25	코드 1 · 코드 2
Recall@k Surrogate loss (ResNet-50)	Rank-1 95.7 Rank-5 97.9	Recall@k Surrogate Loss with Large Batches and Similarity Mixup 2021-08-25	코드 1 · 코드 2
PNP Loss	Rank-1 95.5 Rank-5 97.8	Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough 2021-02-09	코드 1 · 코드 2
RPTM	mAP 84.8 Rank-1 95.5 Rank-5 97.4	Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems 2021-10-15	코드 1
Smooth-AP	Rank-1 94.9 Rank-5 97.6	Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval 2020-07-23	코드 1 · 코드 2
MBR-4B (without RK)	mAP 92.5 Rank-1 88.3	Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification 2023-10-02	코드 1
ANet	Rank-1 87.9 Rank-5 97.8 Rank1 87.9 Rank5 97.8	AttributeNet: Attribute Enhanced Vehicle Re-Identification 2021-02-07	연결 없음
CLIP-ReID (without re-ranking)	Rank-1 85.5 Rank-5 97.2	CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels 2022-11-25	코드 1 · 코드 2
vehiclenet	Rank-1 83.64	VehicleNet: Learning Robust Feature Representation for Vehicle Re-identification 2020-08-07	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
CAL	mAP 87.8 Rank-1 82.5	Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification 2021-08-19	코드 1
GiT	mAP 90.12 Rank1 84.65	GiT: Graph Interactive Transformer for Vehicle Re-identification 2021-07-12	연결 없음
HPGN	mAP 89.6 Rank1 83.91	Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-identification 2020-05-29	코드 1
QD-DLF	mAP 76.54	Vehicle Re-identification Using Quadruple Directional Deep Learning Features 2018-11-13	연결 없음