← Unsupervised Domain Adaptation

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Veri-776 to VehicleID Large

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 57.99 R-1 48.62 R-5 68.30 R-10 77.11	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 55.14 R-1 45.99 R-5 65.07 R-10 73.54	CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion 2025-07-04	코드 1
DMDU	mAP 53.97 R-1 47.59 R-5 61.85 R-10 -	Multimodality Adaptive Transformer and Mutual Learning for Unsupervised Domain Adaptation Vehicle Re-Identification 2024-09-17	연결 없음
UDAR	mAP 52.90 R-1 45.20 R-5 62.60 R-10 69.14	Unsupervised Domain Adaptive Re-Identification: Theory and Practice 2018-07-30	코드 1 · 코드 2 · 코드 3
MGR-GCL	mAP 47.59 R-1 42.83 R-5 64.36 R-10 -	Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification 2024-10-29	연결 없음
PML	mAP 46.00 R-1 41.73 R-5 60.94 R-10 -	Image-to-image domain adaptation for vehicle re-identification 2023-03-30	연결 없음
PAL	mAP 45.14 R-1 41.08 R-5 59.12 R-10 -	Unsupervised Vehicle Re-identification with Progressive Adaptation 2020-06-20	연결 없음
ML	mAP 45.00 R-1 36.50 R-5 54.10 R-10 -	Learning Multiple Semantic Knowledge For Cross-Domain Unsupervised Vehicle Re-Identification 2021-07-05	연결 없음
CSP+FCD	mAP 42.70 R-1 45.90 R-5 60.30 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 34.71 R-1 30.90 R-5 47.18 R-10 -	Unsupervised Person Re-identification: Clustering and Fine-tuning 2017-05-30	코드 1
VDAF	mAP - R-1 43.69 R-5 61.76 R-10 -	Image-to-image domain adaptation for vehicle re-identification 2023-03-30	연결 없음
FACT	mAP - R-1 39.91 R-5 60.49 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 38.20 R-5 61.60 R-10 -	Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles 2016-06-01	연결 없음