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Models/Pair-VPR-p

Pair-VPR-p

Reported on 12 benchmarks across 1 task · 1 paper · 9 SOTA

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
95.4
SOTA
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
98
best: 98.2 (FoL)
SOTA
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
100
SOTA
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
100
SOTA
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
100
SOTA
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
95.4
best: 97.6 (QAA-DINOv2-B-8192)
SOTA
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
97.7
SOTA
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
97.3
SOTA
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
81.7
best: 85.7 (QAA-DINOv2-B-8192)
SOTA
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
97.5
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 RecognitiononMapillary test
Recall@10· 2024-10-09
91.3
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
90.2
best: 90.9 (FoL)
Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers arXiv:2410.06614