paper-with-me

Unsupervised Domain Adaptation 벤치마크

Unsupervised Domain Adaptation on Market to MSMT

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mAP

1.7 12.3 22.9 33.5 44.1 2017-11 2026-09 PTGAN — 2.9 (2017-11-23) PTGAN — 2.9 (2017-11-23) SSG — 13.2 (2018-11-26) SSG — 13.2 (2018-11-26) ECN — 8.5 (2019-04-03) ECN — 8.5 (2019-04-03) DG-Net — 5.41 (2019-04-15) DG-Net — 5.41 (2019-04-15) ECN++ — 15.2 (2019-08-01) ECN++ — 15.2 (2019-08-01) MMT — 22.9 (2020-01-06) MMT — 22.9 (2020-01-06) SDA — 23.2 (2020-03-14) SDA — 23.2 (2020-03-14) MMCL — 15.1 (2020-04-20) MMCL — 15.1 (2020-04-20) SpCl — 25.4 (2020-06-04) SpCl — 25.4 (2020-06-04) OG-Net — 1.7 (2020-06-08) OG-Net — 1.7 (2020-06-08) AWB — 30.6 (2020-06-11) AWB — 30.6 (2020-06-11) DG-Net++ — 22.1 (2020-07-20) DG-Net++ — 22.1 (2020-07-20) CCTSE — 33.2 (2021-03-21) CCTSE — 33.2 (2021-03-21) UMDA — 32.7 (2024-01-15) UMDA — 32.7 (2024-01-15) CORE-ReID — 41.9 (2024-06-03) CORE-ReID — 41.9 (2024-06-03) CORE-ReID V2 — 44.1 (2025-07-04) CORE-ReID V2 Tiny — 35.8 (2025-07-04) CORE-ReID V2 — 44.1 (2025-07-04) CORE-ReID V2 Tiny — 35.8 (2025-07-04) PTGAN — 2.9 (2017-11-23) SSG — 13.2 (2018-11-26) ECN++ — 15.2 (2019-08-01) MMT — 22.9 (2020-01-06) SDA — 23.2 (2020-03-14) SpCl — 25.4 (2020-06-04) AWB — 30.6 (2020-06-11) CCTSE — 33.2 (2021-03-21) CORE-ReID — 41.9 (2024-06-03) CORE-ReID V2 — 44.1 (2025-07-04)
RankModel mAPrank-1rank-5rank-10 PaperCodeYear
1 CORE-ReID V2 44.171.382.486.0 CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion TrinhQuocNguyen/CORE-ReID-v2 2025
2 CORE-ReID 41.969.580.384.4 CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification TrinhQuocNguyen/CORE-ReID 2024
3 CORE-ReID V2 Tiny 35.864.776.680.8 CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion TrinhQuocNguyen/CORE-ReID-v2 2025
4 CCTSE 33.262.374.178.5 Unsupervised and self-adaptative techniques for cross-domain person re-identification Gabrielcb/Unsupervised_selfAdaptative_ReID 2021
5 UMDA 32.762.472.778.4 Unsupervised multi-source domain adaptation for person re-identification via feature fusion and pseudo-label refinement 2024
6 AWB 30.661.473.378.2 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond WangWenhao0716/Attentive-WaveBlock 2020
7 SpCl 25.451.664.369.7 Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID open-mmlab/OpenUnReID · yxgeee/SpCL · GJTNB/reading-memo 2020
8 SDA 23.249.562.267.7 Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID yxgeee/VisDA-ECCV20 · yxgeee/SDA · GJTNB/reading-memo 2020
9 MMT 22.949.263.168.8 Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification thuml/Transfer-Learning-Library · yxgeee/MMT 2020
10 DG-Net++ 22.148.460.966.1 Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification NVlabs/DG-Net-PP 2020
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