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Models/PCL-CLIP (L_pcl+L_id)

PCL-CLIP (L_pcl+L_id)

Reported on 7 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision7 results

Person Re-IdentificationonMSMT17
Rank-10· 2023-10-26
96
SOTA
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMSMT17
Rank-5· 2023-10-26
94.7
SOTA
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMSMT17
Rank-1· 2023-10-26
89.8
best: 91.7 (SOLIDER (with re-ranking))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMSMT17
mAP· 2023-10-26
76.1
best: 86.7 (CLIP-ReID (with re-ranking))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMarket-1501
Rank-1· 2023-10-26
95.9
best: 98 (st-ReID(RE, RK))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMarket-1501
Rank-5· 2023-10-26
98.5
best: 98.9 (st-ReID(RE, RK))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMarket-1501
mAP· 2023-10-26
91.4
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218