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Models/CA-Jaccard

CA-Jaccard

Reported on 15 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Computer Vision20 results

Intelligent SurveillanceonVeRi-776
Rank-5· 2023-11-17
98.3
SOTA
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Vehicle Re-IdentificationonVeRi-776
Rank-5· 2023-11-17
98.3
SOTA
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMSMT17
Rank-1· 2023-11-17
86.2
best: 91.7 (SOLIDER (with re-ranking))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMSMT17
Rank-5· 2023-11-17
90.5
best: 94.7 (PCL-CLIP (L_pcl+L_id))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMSMT17
mAP· 2023-11-17
74.1
best: 86.7 (CLIP-ReID (with re-ranking))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMarket-1501
Rank-1· uses extra data· 2023-11-17
96.2
best: 98 (st-ReID(RE, RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMarket-1501
Rank-5· uses extra data· 2023-11-17
98.1
best: 98.9 (st-ReID(RE, RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMarket-1501
mAP· uses extra data· 2023-11-17
94.5
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMSMT17
Rank-1· 2023-11-17
75.1
best: 91.7 (SOLIDER (with re-ranking))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMSMT17
Rank-10· 2023-11-17
87.3
best: 96 (PCL-CLIP (L_pcl+L_id))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMSMT17
Rank-5· 2023-11-17
84.3
best: 94.7 (PCL-CLIP (L_pcl+L_id))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMSMT17
mAP· 2023-11-17
44.3
best: 86.7 (CLIP-ReID (with re-ranking))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMarket-1501
MAP· 2023-11-17
86.1
best: 89.6 (TransReID-SSL (ViTi-S))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMarket-1501
Rank-1· 2023-11-17
94.4
best: 98 (st-ReID(RE, RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMarket-1501
Rank-10· 2023-11-17
98.7
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Person Re-IdentificationonMarket-1501
Rank-5· 2023-11-17
97.9
best: 98.9 (st-ReID(RE, RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Intelligent SurveillanceonVeRi-776
Rank-1· 2023-11-17
97.6
best: 98 (MBR4B-LAI (w/ RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Intelligent SurveillanceonVeRi-776
mAP· 2023-11-17
81.4
best: 92.1 (MBR4B-LAI (w/ RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Vehicle Re-IdentificationonVeRi-776
Rank-1· 2023-11-17
97.6
best: 98 (MBR4B-LAI (w/ RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605
Vehicle Re-IdentificationonVeRi-776
mAP· 2023-11-17
81.4
best: 92.1 (MBR4B-LAI (w/ RK))
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification arXiv:2311.10605