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Models/MSINet (2.3M w/o RK)

MSINet (2.3M w/o RK)

Reported on 12 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 Vision12 results

Person Re-IdentificationonMSMT17
Rank-1· 2023-03-13
81
best: 91.7 (SOLIDER (with re-ranking))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Person Re-IdentificationonMSMT17
mAP· 2023-03-13
59.6
best: 86.7 (CLIP-ReID (with re-ranking))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Person Re-IdentificationonMarket-1501
Rank-1· 2023-03-13
95.3
best: 98 (st-ReID(RE, RK))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Person Re-IdentificationonMarket-1501
mAP· 2023-03-13
89.6
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Intelligent SurveillanceonVehicleID Large
Rank-1· 2023-03-13
77.9
best: 94.7 (Recall@k Surrogate loss (ViT-B/16))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Intelligent SurveillanceonVehicleID Large
Rank-5· 2023-03-13
91.7
best: 97.1 (Recall@k Surrogate loss (ViT-B/16))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Intelligent SurveillanceonVeRi-776
Rank-1· 2023-03-13
96.8
best: 98 (MBR4B-LAI (w/ RK))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Intelligent SurveillanceonVeRi-776
mAP· 2023-03-13
78.8
best: 92.1 (MBR4B-LAI (w/ RK))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Vehicle Re-IdentificationonVehicleID Large
Rank-1· 2023-03-13
77.9
best: 94.7 (Recall@k Surrogate loss (ViT-B/16))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Vehicle Re-IdentificationonVehicleID Large
Rank-5· 2023-03-13
91.7
best: 97.1 (Recall@k Surrogate loss (ViT-B/16))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Vehicle Re-IdentificationonVeRi-776
Rank-1· 2023-03-13
96.8
best: 98 (MBR4B-LAI (w/ RK))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065
Vehicle Re-IdentificationonVeRi-776
mAP· 2023-03-13
78.8
best: 92.1 (MBR4B-LAI (w/ RK))
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID arXiv:2303.07065