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Models/Cluster Contrast

Cluster Contrast

Reported on 19 benchmarks across 3 tasks · 1 paper · 7 SOTA

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

Computer Vision19 results

Person Re-IdentificationonPersonX
Rank-1· 2021-03-22
94.4
SOTA
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonPersonX
Rank-5· 2021-03-22
99.3
SOTA
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonPersonX
mAP· 2021-03-22
84.7
SOTA
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMarket-1501
MAP· 2021-03-22
83
best: 89.6 (TransReID-SSL (ViTi-S))
SOTA
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMarket-1501
Rank-10· 2021-03-22
98
best: 98.7 (TMGF)
SOTA
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Intelligent SurveillanceonVeRi-776
Rank-10· 2021-03-22
92.8
SOTA
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Vehicle Re-IdentificationonVeRi-776
Rank-10· 2021-03-22
92.8
SOTA
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMSMT17
Rank-1· 2021-03-22
62
best: 91.7 (SOLIDER (with re-ranking))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMSMT17
Rank-10· 2021-03-22
76.7
best: 96 (PCL-CLIP (L_pcl+L_id))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMSMT17
Rank-5· 2021-03-22
71.8
best: 94.7 (PCL-CLIP (L_pcl+L_id))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMSMT17
mAP· 2021-03-22
33
best: 86.7 (CLIP-ReID (with re-ranking))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMarket-1501
Rank-1· 2021-03-22
92.9
best: 98 (st-ReID(RE, RK))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Person Re-IdentificationonMarket-1501
Rank-5· 2021-03-22
97.2
best: 98.9 (st-ReID(RE, RK))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Intelligent SurveillanceonVeRi-776
Rank1· 2021-03-22
86.2
best: 97.3 (RPTM)
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Intelligent SurveillanceonVeRi-776
Rank5· 2021-03-22
90.5
best: 99 (MBR4B-LAI (without re-ranking))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Intelligent SurveillanceonVeRi-776
mAP· 2021-03-22
40.8
best: 92.1 (MBR4B-LAI (w/ RK))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Vehicle Re-IdentificationonVeRi-776
Rank1· 2021-03-22
86.2
best: 97.3 (RPTM)
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Vehicle Re-IdentificationonVeRi-776
Rank5· 2021-03-22
90.5
best: 99 (MBR4B-LAI (without re-ranking))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568
Vehicle Re-IdentificationonVeRi-776
mAP· 2021-03-22
40.8
best: 92.1 (MBR4B-LAI (w/ RK))
Cluster Contrast for Unsupervised Person Re-Identification arXiv:2103.11568