← Visual Place Recognition

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Mapillary test

아카이브 평가 12건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
QAA-DINOv2-B-8192	Recall@1 85.7	Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place Recognition 2025-07-04	연결 없음
Pair-VPR-p	Recall@1 81.7 Recall@5 90.2 Recall@10 91.3	Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers 2024-10-09	코드 1
FoL	Recall@1 80.0 Recall@5 90.9 Recall@10 93.0	Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition 2025-04-14	코드 1
BoQ	Recall@1 79 Recall@5 90.3 Recall@10 92	BoQ: A Place is Worth a Bag of Learnable Queries 2024-05-12	코드 1
EffoVPR	Recall@1 79.0 Recall@5 89.0 Recall@10 91.6	EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition 2024-05-28	연결 없음
Pair-VPR-s	Recall@1 79.0 Recall@5 86.9 Recall@10 88.3	Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers 2024-10-09	코드 1
FoL-global	Recall@1 78.7 Recall@5 90.8 Recall@10 93.0	Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition 2025-04-14	코드 1
DINOv2 SALAD	Recall@1 75 Recall@5 88.8 Recall@10 91.3	Optimal Transport Aggregation for Visual Place Recognition 2023-11-27	코드 1
SelaVPR	Recall@1 73.5 Recall@5 87.5 Recall@10 90.6	Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition 2024-02-22	코드 1
MixVPR	Recall@1 64.0 Recall@5 75.9 Recall@10 80.6	MixVPR: Feature Mixing for Visual Place Recognition 2023-03-03	코드 1
ResNeXt-GCL-PCA	Recall@1 62.3 Recall@5 76.2 Recall@10 81.1	Generalized Contrastive Optimization of Siamese Networks for Place Recognition 2021-03-11	코드 1
RexNeXt-GCL	Recall@1 56.0 Recall@5 70.8 Recall@10 75.1	Generalized Contrastive Optimization of Siamese Networks for Place Recognition 2021-03-11	코드 1