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Models/SPGAN+LMP

SPGAN+LMP

Reported on 8 benchmarks across 1 task · 1 paper · 5 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-IdentificationonDukeMTMC-reID
MAP· 2017-11-19
26.2
best: 76.8 (TMGF)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonDukeMTMC-reID
Rank-10· 2017-11-19
68
best: 97.9 (CTL Model (ResNet50, 256x128))
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonDukeMTMC-reID
Rank-5· 2017-11-19
62.3
best: 96.5 (Viewpoint-Aware Loss(RK))
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonMarket-1501
MAP· 2017-11-19
26.7
best: 89.6 (TransReID-SSL (ViTi-S))
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonMarket-1501
Rank-10· 2017-11-19
82.4
best: 98.7 (TMGF)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2017-11-19
46.4
best: 95.6 (CTL Model (ResNet50, 256x128))
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonMarket-1501
Rank-1· 2017-11-19
57.7
best: 98 (st-ReID(RE, RK))
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonMarket-1501
Rank-5· 2017-11-19
75.8
best: 98.9 (st-ReID(RE, RK))
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027