← Unsupervised Domain Adaptation

Papers with Code · CC BY-SA 4.0

Veri-776 to VehicleID Medium

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
CORE-ReID V2	mAP 63.02 R-1 53.49 R-5 74.36 R-10 81.85	CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion 2025-07-04	코드 1
CORE-ReID V2 Tiny	mAP 59.69 R-1 50.05 R-5 70.88 R-10 77.75	CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion 2025-07-04	코드 1
DMDU	mAP 56.73 R-1 53.28 R-5 63.56 R-10 -	Multimodality Adaptive Transformer and Mutual Learning for Unsupervised Domain Adaptation Vehicle Re-Identification 2024-09-17	연결 없음
UDAR	mAP 55.30 R-1 48.10 R-5 64.10 R-10 70.20	Unsupervised Domain Adaptive Re-Identification: Theory and Practice 2018-07-30	코드 1 · 코드 2 · 코드 3
MGR-GCL	mAP 50.56 R-1 45.88 R-5 67.65 R-10 -	Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification 2024-10-29	연결 없음
PLM	mAP 49.41 R-1 45.40 R-5 63.37 R-10 -	Progressive learning with multi-scale attention network for cross-domain vehicle re-identification 2021-11-19	연결 없음
ML	mAP 48.70 R-1 40.30 R-5 57.70 R-10 -	Learning Multiple Semantic Knowledge For Cross-Domain Unsupervised Vehicle Re-Identification 2021-07-05	연결 없음
PAL	mAP 48.05 R-1 44.25 R-5 60.95 R-10 -	Unsupervised Vehicle Re-identification with Progressive Adaptation 2020-06-20	연결 없음
CSP+FCD	mAP 46.50 R-1 52.70 R-5 65.60 R-10 -	Unsupervised Vehicle Re-Identification Based on Cross-Style Semi-Supervised Pre-Training and Feature Cross-Division 2023-07-03	연결 없음
PUL	mAP 37.68 R-1 33.83 R-5 49.72 R-10 -	Unsupervised Person Re-identification: Clustering and Fine-tuning 2017-05-30	코드 1
VDAF	mAP - R-1 47.03 R-5 64.86 R-10 -	Image-to-image domain adaptation for vehicle re-identification 2023-03-30	연결 없음
FACT	mAP - R-1 44.63 R-5 64.19 R-10 -	A Deep Learning-Based Approach to Progressive Vehicle Re-identification for Urban Surveillance 2016-09-17	연결 없음
Mixed Diff+CCL	mAP - R-1 42.80 R-5 66.80 R-10 -	Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles 2016-06-01	연결 없음