← Unsupervised Domain Adaptation
Papers with Code · CC BY-SA 4.0

Duke to Market

아카이브 평가 26건 · 마지막 적재/변경

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
모델원본 지표·값논문구현
CORE-ReID
mAP
84.4
rank-1
93.6
rank-5
97.7
rank-10
98.7
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification
2024-06-03
코드 1
EvoADA
mAP
84.3
On Evolving Attention Towards Domain Adaptation
2021-03-25
연결 없음
LF2
mAP
83.2
rank-1
92.8
Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification
2022-05-19
코드 1
AWB
mAP
80.6
rank-1
92.9
rank-5
97.2
rank-10
98.2
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond
2020-06-11
코드 1
CCTSE
mAP
78.4
rank-1
92.9
rank-5
96.9
rank-10
97.8
Unsupervised and self-adaptative techniques for cross-domain person re-identification
2021-03-21
코드 1
SpCL
mAP
76.7
rank-1
90.3
rank-5
96.2
rank-10
97.7
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID
2020-06-04
코드 1 · 코드 2 · 코드 3
MMT
mAP
71.2
rank-1
87.7
rank-5
94.9
rank-10
96.9
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification
2020-01-06
코드 1 · 코드 2
SDA
mAP
70.0
rank-1
86.9
rank-5
94.4
rank-10
96.3
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID
2020-03-14
코드 1 · 코드 2 · 코드 3
AD-Cluster
mAP
68.3
rank-1
86.7
rank-5
94.4
rank-10
96.5
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
2020-04-19
연결 없음
ECN++
mAP
63.8
rank-1
84.1
rank-5
92.8
rank-10
95.4
Learning to Adapt Invariance in Memory for Person Re-identification
2019-08-01
연결 없음
SNR
mAP
61.7
rank-1
82.8
rank-5
-
rank-10
-
Style Normalization and Restitution for Generalizable Person Re-identification
2020-05-22
코드 1
ACT
mAP
60.6
rank-1
80.5
rank-5
-
rank-10
-
Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification
2019-12-03
코드 1
MMCL
mAP
60.4
rank-1
84.4
rank-5
92.8
rank-10
95.0
Unsupervised Person Re-identification via Multi-label Classification
2020-04-20
연결 없음
SSG
mAP
58.3
rank-1
80.0
rank-5
90.0
rank-10
92.4
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification
2018-11-26
코드 1
PCB-PAST
mAP
54.6
rank-1
78.4
Self-training with progressive augmentation for unsupervised cross-domain person re-identification
2019-07-31
코드 1
UDAP
mAP
53.7
rank-1
75.8
rank-5
89.5
rank-10
93.2
Unsupervised Domain Adaptive Re-Identification: Theory and Practice
2018-07-30
코드 1 · 코드 2 · 코드 3
CBN+ECN
mAP
52
rank-1
81.7
rank-5
91.9
rank-10
94.7
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization
2020-01-23
코드 1
PDA-Net
mAP
47.6
rank-1
75.2
rank-5
86.3
rank-10
90.2
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation
2019-09-20
연결 없음
ENC
mAP
43.0
rank-1
75.1
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
2019-04-03
코드 1 · 코드 2
ARN
mAP
39.4
rank-1
70.3
rank-5
80.4
rank-10
86.3
Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification
2018-04-25
연결 없음
UCDA
mAP
30.9
rank-1
60.4
rank-5
-
rank-10
-
A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification
2019-04-06
연결 없음
CFSM
mAP
28.3
rank-1
61.2
rank-5
-
rank-10
-
Disjoint Label Space Transfer Learning with Common Factorised Space
2018-12-06
연결 없음
DG-Net
mAP
26.83
rank-1
56.12
rank-5
72.18
rank-10
78.12
Joint Discriminative and Generative Learning for Person Re-identification
2019-04-15
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12
TJ-AIDL
mAP
26.5
rank-1
58.2
rank-5
74.8
rank-10
81.1
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
2018-03-26
연결 없음
SPGAN
mAP
22.8
rank-1
51.5
rank-5
70.1
rank-10
76.8
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
2017-11-19
코드 1 · 코드 2
OGNet
mAP
14.7
rank-1
36.4
rank-5
-
rank-10
-
Parameter-Efficient Person Re-identification in the 3D Space
2020-06-08
코드 1