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Models/Pair-VPR-s

Pair-VPR-s

Reported on 12 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 Vision12 results

Visual Place RecognitiononPittsburgh-30k-test
Recall@1· 2024-10-09
94.7
best: 95.4 (Pair-VPR-p)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononPittsburgh-30k-test
Recall@10· 2024-10-09
97.8
best: 98.2 (FoL)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononPittsburgh-30k-test
Recall@5· 2024-10-09
97.2
best: 98.3 (ProGEO)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononTokyo247
Recall@1· 2024-10-09
98.1
best: 100 (Pair-VPR-p)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononTokyo247
Recall@10· 2024-10-09
98.7
best: 100 (Pair-VPR-p)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononTokyo247
Recall@5· 2024-10-09
98.4
best: 100 (Pair-VPR-p)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononMapillary val
Recall@1· 2024-10-09
93.7
best: 97.6 (QAA-DINOv2-B-8192)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononMapillary val
Recall@10· 2024-10-09
97.3
best: 97.7 (Pair-VPR-p)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononMapillary val
Recall@5· 2024-10-09
97.2
best: 97.3 (Pair-VPR-p)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononMapillary test
Recall@1· 2024-10-09
79
best: 85.7 (QAA-DINOv2-B-8192)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononMapillary test
Recall@10· 2024-10-09
88.3
best: 93 (FoL)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614
Visual Place RecognitiononMapillary test
Recall@5· 2024-10-09
86.9
best: 90.9 (FoL)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614