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Models/SPGAN

SPGAN

Reported on 46 benchmarks across 3 tasks · 1 paper · 38 SOTA

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

Methodology21 results

Domain AdaptationonMarket to Duke
mAP· 2017-11-19
22.3
best: 74.8 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonMarket to Duke
rank-1· 2017-11-19
41.1
best: 85 (CCTSE)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonMarket to Duke
rank-10· 2017-11-19
63
best: 94.4 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonMarket to Duke
rank-5· 2017-11-19
56.6
best: 92.4 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonDuke to Market
mAP· 2017-11-19
22.8
best: 84.4 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonDuke to Market
rank-1· 2017-11-19
51.5
best: 93.6 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonDuke to Market
rank-10· 2017-11-19
76.8
best: 98.7 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonDuke to Market
rank-5· 2017-11-19
70.1
best: 97.7 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VERI-Wild Large
R-1· 2017-11-19
47.4
best: 62.1 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VERI-Wild Large
R-5· 2017-11-19
66.1
best: 79.8 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VERI-Wild Large
mAP· 2017-11-19
17.5
best: 27.8 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VeRi-776
Rank-1· 2017-11-19
57.4
best: 80.4 (SPCL)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VeRi-776
Rank-10· 2017-11-19
75.6
best: 90.29 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VeRi-776
Rank-5· 2017-11-19
70
best: 89.05 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VERI-Wild Medium
R-1· 2017-11-19
55
best: 70.2 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VERI-Wild Medium
R-5· 2017-11-19
74.5
best: 86.2 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VERI-Wild Medium
mAP· 2017-11-19
21.6
best: 34.9 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VeRi-776
mAP· 2017-11-19
16.4
best: 49.5 (CORE-ReID V2)
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Domain AdaptationonVehicleID to VERI-Wild Small
R-1
59.1
best: 76.6 (CORE-ReID V2)
Domain AdaptationonVehicleID to VERI-Wild Small
R-5
76.2
best: 90.2 (CORE-ReID V2)
Domain AdaptationonVehicleID to VERI-Wild Small
mAP
24.1
best: 40.2 (CORE-ReID V2)

Other21 results

Unsupervised Domain AdaptationonMarket to Duke
mAP· 2017-11-19
22.3
best: 74.8 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonMarket to Duke
rank-1· 2017-11-19
41.1
best: 85 (CCTSE)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonMarket to Duke
rank-10· 2017-11-19
63
best: 94.4 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonMarket to Duke
rank-5· 2017-11-19
56.6
best: 92.4 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonDuke to Market
mAP· 2017-11-19
22.8
best: 84.4 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonDuke to Market
rank-1· 2017-11-19
51.5
best: 93.6 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonDuke to Market
rank-10· 2017-11-19
76.8
best: 98.7 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonDuke to Market
rank-5· 2017-11-19
70.1
best: 97.7 (CORE-ReID)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Large
R-1· 2017-11-19
47.4
best: 62.1 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Large
R-5· 2017-11-19
66.1
best: 79.8 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Large
mAP· 2017-11-19
17.5
best: 27.8 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VeRi-776
Rank-1· 2017-11-19
57.4
best: 80.4 (SPCL)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VeRi-776
Rank-10· 2017-11-19
75.6
best: 90.29 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VeRi-776
Rank-5· 2017-11-19
70
best: 89.05 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Medium
R-1· 2017-11-19
55
best: 70.2 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Medium
R-5· 2017-11-19
74.5
best: 86.2 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Medium
mAP· 2017-11-19
21.6
best: 34.9 (CORE-ReID V2)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VeRi-776
mAP· 2017-11-19
16.4
best: 49.5 (CORE-ReID V2)
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Small
R-1
59.1
best: 76.6 (CORE-ReID V2)
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Small
R-5
76.2
best: 90.2 (CORE-ReID V2)
Unsupervised Domain AdaptationonVehicleID to VERI-Wild Small
mAP
24.1
best: 40.2 (CORE-ReID V2)

Computer Vision4 results

Person Re-IdentificationonMSMT17->DukeMTMC-reID
Rank-1· 2017-11-19
46.4
best: 70.1 (OSNet-AIN)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonMSMT17->DukeMTMC-reID
Rank-10· 2017-11-19
68
best: 88.6 (OSNet-AIN)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonMSMT17->DukeMTMC-reID
Rank-5· 2017-11-19
62.3
best: 84.1 (OSNet-AIN)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027
Person Re-IdentificationonMSMT17->DukeMTMC-reID
mAP· 2017-11-19
26.2
best: 43.3 (OSNet-AIN)
SOTA
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification arXiv:1711.07027