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Models/PCL-CLIP (L_pcl)

PCL-CLIP (L_pcl)

Reported on 7 benchmarks across 1 task · 1 paper

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-1· 2023-10-26
89.2
best: 91.7 (SOLIDER (with re-ranking))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMSMT17
Rank-10· 2023-10-26
95.8
best: 96 (PCL-CLIP (L_pcl+L_id))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMSMT17
Rank-5· 2023-10-26
94.7
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218
Person Re-IdentificationonMSMT17
mAP· 2023-10-26
73.8
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
96.1
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
98.8
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
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification arXiv:2310.17218