FD-GAN

Reported on 6 benchmarks across 1 task · 1 paper

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

Computer Vision6 results

Person Re-IdentificationonMarket-1501
Rank-1· 2018-10-06
90.5
best: 98 (st-ReID(RE, RK))
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification arXiv:1810.02936
Person Re-IdentificationonMarket-1501
mAP· 2018-10-06
77.7
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification arXiv:1810.02936
Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2018-10-06
80
best: 95.6 (CTL Model (ResNet50, 256x128))
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification arXiv:1810.02936
Person Re-IdentificationonDukeMTMC-reID
mAP· 2018-10-06
64.5
best: 97.1 (DenseIL)
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification arXiv:1810.02936
Person Re-IdentificationonCUHK03
MAP· 2018-10-06
91.3
best: 94.3 (Proposed SGGNN)
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification arXiv:1810.02936
Person Re-IdentificationonCUHK03
Rank-1· 2018-10-06
92.6
best: 97.8 (AlignedReID (RK))
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification arXiv:1810.02936