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Models/MPN (without re-ranking)

MPN (without re-ranking)

Reported on 8 benchmarks across 1 task · 1 paper · 6 SOTA

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

Computer Vision8 results

Person Re-IdentificationonMSMT17
Rank-1· 2020-03-18
83.5
best: 91.7 (SOLIDER (with re-ranking))
SOTA
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069
Person Re-IdentificationonMSMT17
mAP· 2020-03-18
62.7
best: 86.7 (CLIP-ReID (with re-ranking))
SOTA
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069
Person Re-IdentificationonCUHK03 detected
MAP· 2020-03-18
79.1
best: 86.9 (Top-DB-Net + RK)
SOTA
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069
Person Re-IdentificationonCUHK03 detected
Rank-1· 2020-03-18
83.4
best: 85.7 (Top-DB-Net + RK)
SOTA
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069
Person Re-IdentificationonCUHK03 labeled
MAP· 2020-03-18
81.1
best: 89.29 (Weakly Pre-training (ResNet101+RK))
SOTA
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069
Person Re-IdentificationonCUHK03 labeled
Rank-1· 2020-03-18
85
best: 87.86 (Weakly Pre-training (ResNet101+RK))
SOTA
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069
Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2020-03-18
91.5
best: 95.6 (CTL Model (ResNet50, 256x128))
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069
Person Re-IdentificationonDukeMTMC-reID
mAP· 2020-03-18
82
best: 97.1 (DenseIL)
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification arXiv:2003.08069