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Models/DCAC

DCAC

Reported on 14 benchmarks across 1 task · 1 paper · 11 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision14 results

Person Re-IdentificationonDukeMTMC-reID
MSMT17->Rank1· 2025-02-10
75
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonDukeMTMC-reID
MSMT17->mAP· 2025-02-10
58.4
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonDukeMTMC-reID
Market-1501->Rank1· 2025-02-10
69.1
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonDukeMTMC-reID
Market-1501->mAP· 2025-02-10
49.5
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonMSMT17
Market-1501->Rank1· 2025-02-10
52.1
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonMSMT17
Market-1501->mAP· 2025-02-10
23.4
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17->Rank-1· 2025-02-10
34.4
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonCUHK03-NP (detected)
MSMT17->mAP· 2025-02-10
34.1
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonCUHK03-NP (detected)
Market-1501->Rank-1· 2025-02-10
33.2
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonCUHK03-NP (detected)
Market-1501->mAP· 2025-02-10
32.5
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonMarket-1501
DukeMTMC-reID->Rank1· 2025-02-10
71.5
SOTA
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonMarket-1501
DukeMTMC-reID->mAP· 2025-02-10
42.3
best: 43 (ReMix)
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonMarket-1501
MSMT17->Rank-1· 2025-02-10
77.9
best: 80.1 (TransMatcher)
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619
Person Re-IdentificationonMarket-1501
MSMT17->mAP· 2025-02-10
52.1
best: 52.4 (ReMix)
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification arXiv:2502.06619