Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/OGNet

OGNet

Reported on 18 benchmarks across 3 tasks · 1 paper

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

Computer Vision18 results

Person Re-IdentificationonDukeMTMC-reID->Market-1501
Rank-1· 2020-06-08
41.4
best: 93.6 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonDukeMTMC-reID->Market-1501
mAP· 2020-06-08
17.2
best: 84.4 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
Rank-1· 2020-06-08
31.3
best: 84.8 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
mAP· 2020-06-08
16.3
best: 74.8 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMSMT17
Rank-1· 2020-06-08
47.71
best: 91.7 (SOLIDER (with re-ranking))
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMSMT17
mAP· 2020-06-08
23.01
best: 86.7 (CLIP-ReID (with re-ranking))
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMarket-1501
Rank-1· 2020-06-08
87.74
best: 98 (st-ReID(RE, RK))
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMarket-1501
mAP· 2020-06-08
69.52
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2020-06-08
76.66
best: 95.6 (CTL Model (ResNet50, 256x128))
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonDukeMTMC-reID
mAP· 2020-06-08
57.89
best: 97.1 (DenseIL)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMSMT17->DukeMTMC-reID
Rank-1· 2020-06-08
35.3
best: 70.1 (OSNet-AIN)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMSMT17->DukeMTMC-reID
mAP· 2020-06-08
19.3
best: 43.3 (OSNet-AIN)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
Rank-1· 2020-06-08
26.4
best: 84.8 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonMarket-1501->DukeMTMC-reID
mAP· 2020-06-08
13.7
best: 74.8 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonDukeMTMC-reID->MSMT17
Rank-1· 2020-06-08
6.8
best: 72.2 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonDukeMTMC-reID->MSMT17
mAP· 2020-06-08
1.9
best: 45.2 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonDukeMTMC-reID->Market-1501
Rank-1· 2020-06-08
36.4
best: 93.6 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Person Re-IdentificationonDukeMTMC-reID->Market-1501
mAP· 2020-06-08
14.7
best: 84.4 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569

Methodology2 results

Domain AdaptationonDuke to Market
mAP· 2020-06-08
14.7
best: 84.4 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Domain AdaptationonDuke to Market
rank-1· 2020-06-08
36.4
best: 93.6 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569

Other2 results

Unsupervised Domain AdaptationonDuke to Market
mAP· 2020-06-08
14.7
best: 84.4 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569
Unsupervised Domain AdaptationonDuke to Market
rank-1· 2020-06-08
36.4
best: 93.6 (CORE-ReID)
Parameter-Efficient Person Re-identification in the 3D Space arXiv:2006.04569