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Models/SpCL

SpCL

Reported on 46 benchmarks across 3 tasks · 2 papers · 31 SOTA

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

Methodology18 results

Domain AdaptationonClonedPerson
CUHK03-NP->Rank-1· uses extra data· 2022-04-06
11.5
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Domain AdaptationonClonedPerson
CUHK03-NP->mAP· uses extra data· 2022-04-06
1
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Domain AdaptationonClonedPerson
MSMT17->Rank-1· uses extra data· 2022-04-06
10.2
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Domain AdaptationonClonedPerson
MSMT17->mAP· uses extra data· 2022-04-06
0.9
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Domain AdaptationonClonedPerson
Market-1501->Rank-1· uses extra data· 2022-04-06
12
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Domain AdaptationonClonedPerson
Market-1501->mAP· uses extra data· 2022-04-06
1.1
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Domain AdaptationonDuke to MSMT
mAP· 2020-06-04
26.5
best: 45.2 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonMarket to Duke
mAP· 2020-06-04
68.8
best: 74.8 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonMarket to Duke
rank-1· 2020-06-04
82.9
best: 85 (CCTSE)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonMarket to Duke
rank-5· 2020-06-04
90.1
best: 92.4 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonDuke to Market
mAP· 2020-06-04
76.7
best: 84.4 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonDuke to Market
rank-1· 2020-06-04
90.3
best: 93.6 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonDuke to Market
rank-10· 2020-06-04
97.7
best: 98.7 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonDuke to Market
rank-5· 2020-06-04
96.2
best: 97.7 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonDuke to MSMT
rank-1· 2020-06-04
53.1
best: 72.2 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonDuke to MSMT
rank-10· 2020-06-04
70.5
best: 86.3 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonDuke to MSMT
rank-5· 2020-06-04
65.8
best: 82.9 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Domain AdaptationonMarket to Duke
rank-10· 2020-06-04
92.5
best: 94.4 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713

Other18 results

Unsupervised Domain AdaptationonClonedPerson
CUHK03-NP->Rank-1· uses extra data· 2022-04-06
11.5
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Unsupervised Domain AdaptationonClonedPerson
CUHK03-NP->mAP· uses extra data· 2022-04-06
1
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Unsupervised Domain AdaptationonClonedPerson
MSMT17->Rank-1· uses extra data· 2022-04-06
10.2
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Unsupervised Domain AdaptationonClonedPerson
MSMT17->mAP· uses extra data· 2022-04-06
0.9
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Unsupervised Domain AdaptationonClonedPerson
Market-1501->Rank-1· uses extra data· 2022-04-06
12
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Unsupervised Domain AdaptationonClonedPerson
Market-1501->mAP· uses extra data· 2022-04-06
1.1
SOTA
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Unsupervised Domain AdaptationonDuke to MSMT
mAP· 2020-06-04
26.5
best: 45.2 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonMarket to Duke
mAP· 2020-06-04
68.8
best: 74.8 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonMarket to Duke
rank-1· 2020-06-04
82.9
best: 85 (CCTSE)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonMarket to Duke
rank-5· 2020-06-04
90.1
best: 92.4 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonDuke to Market
mAP· 2020-06-04
76.7
best: 84.4 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonDuke to Market
rank-1· 2020-06-04
90.3
best: 93.6 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonDuke to Market
rank-10· 2020-06-04
97.7
best: 98.7 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonDuke to Market
rank-5· 2020-06-04
96.2
best: 97.7 (CORE-ReID)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonDuke to MSMT
rank-1· 2020-06-04
53.1
best: 72.2 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonDuke to MSMT
rank-10· 2020-06-04
70.5
best: 86.3 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonDuke to MSMT
rank-5· 2020-06-04
65.8
best: 82.9 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Unsupervised Domain AdaptationonMarket to Duke
rank-10· 2020-06-04
92.5
best: 94.4 (CORE-ReID)
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713

Computer Vision10 results

Person Re-IdentificationonDukeMTMC-reID
MAP· 2020-06-04
65.3
best: 76.8 (TMGF)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Person Re-IdentificationonMarket-1501
MAP· 2020-06-04
72.6
best: 89.6 (TransReID-SSL (ViTi-S))
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Person Re-IdentificationonMarket-1501
Rank-10· 2020-06-04
96.9
best: 98.7 (TMGF)
SOTA
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Person Re-IdentificationonClonedPerson
Rank-1· 2022-04-06
10.6
best: 91.1 (QAConv-GS)
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonClonedPerson
mAP· 2022-04-06
0.9
best: 68.9 (QAConv-GS)
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification arXiv:2204.02611
Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2020-06-04
81.2
best: 95.6 (CTL Model (ResNet50, 256x128))
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Person Re-IdentificationonDukeMTMC-reID
Rank-10· 2020-06-04
92.2
best: 97.9 (CTL Model (ResNet50, 256x128))
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Person Re-IdentificationonDukeMTMC-reID
Rank-5· 2020-06-04
90.3
best: 96.5 (Viewpoint-Aware Loss(RK))
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Person Re-IdentificationonMarket-1501
Rank-1· 2020-06-04
87.7
best: 98 (st-ReID(RE, RK))
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713
Person Re-IdentificationonMarket-1501
Rank-5· 2020-06-04
95.2
best: 98.9 (st-ReID(RE, RK))
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID arXiv:2006.02713