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Unüberwachte Domänenanpassung
Unsupervised Domain Adaptation On Market To
Unsupervised Domain Adaptation On Market To
Metriken
mAP
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
mAP
Paper Title
CORE-ReID
74.8
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification
LF2
73.5
Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification
CCTSE
72.6
Unsupervised and self-adaptative techniques for cross-domain person re-identification
EvoADA
71.4
On Evolving Attention Towards Domain Adaptation
AWB
71.0
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond
SpCL
68.8
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID
MMT
65.1
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification
SDA
61.4
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID
SNR
58.1
Style Normalization and Restitution for Generalizable Person Re-identification
ACT
54.5
Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification
ECN++
54.4
Learning to Adapt Invariance in Memory for Person Re-identification
PCB-PAST
54.3
Self-training with progressive augmentation for unsupervised cross-domain person re-identification
AD-Cluster
54.1
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification
SSG
53.4
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification
MMCL
51.4
Unsupervised Person Re-identification via Multi-label Classification
UDAP
49.0
Unsupervised Domain Adaptive Re-Identification: Theory and Practice
PDA-Net
45.1
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation
CBN+ECN
44.9
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization
ENC
40.4
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
UCDA
31.0
A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification
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Unsupervised Domain Adaptation On Market To | SOTA | HyperAI