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Models/PTGAN

PTGAN

Reported on 14 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Methodology6 results

Domain AdaptationonDuke to MSMT
mAP· 2017-11-23
3.3
best: 45.2 (CORE-ReID)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Domain AdaptationonDuke to MSMT
rank-1· 2017-11-23
11.8
best: 72.2 (CORE-ReID)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Domain AdaptationonDuke to MSMT
rank-10· 2017-11-23
27.4
best: 86.3 (CORE-ReID)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Domain AdaptationonMarket to MSMT
mAP· 2017-11-23
2.9
best: 44.1 (CORE-ReID V2)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Domain AdaptationonMarket to MSMT
rank-1· 2017-11-23
10.2
best: 71.3 (CORE-ReID V2)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Domain AdaptationonMarket to MSMT
rank-10· 2017-11-23
24.4
best: 86 (CORE-ReID V2)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565

Other6 results

Unsupervised Domain AdaptationonDuke to MSMT
mAP· 2017-11-23
3.3
best: 45.2 (CORE-ReID)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Unsupervised Domain AdaptationonDuke to MSMT
rank-1· 2017-11-23
11.8
best: 72.2 (CORE-ReID)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Unsupervised Domain AdaptationonDuke to MSMT
rank-10· 2017-11-23
27.4
best: 86.3 (CORE-ReID)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Unsupervised Domain AdaptationonMarket to MSMT
mAP· 2017-11-23
2.9
best: 44.1 (CORE-ReID V2)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Unsupervised Domain AdaptationonMarket to MSMT
rank-1· 2017-11-23
10.2
best: 71.3 (CORE-ReID V2)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Unsupervised Domain AdaptationonMarket to MSMT
rank-10· 2017-11-23
24.4
best: 86 (CORE-ReID V2)
SOTA
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565

Computer Vision2 results

Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2017-11-23
27.4
best: 95.6 (CTL Model (ResNet50, 256x128))
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565
Person Re-IdentificationonDukeMTMC-reID
Rank-10· 2017-11-23
50.7
best: 97.9 (CTL Model (ResNet50, 256x128))
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification arXiv:1711.08565