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Visual Place Recognition
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St Lucia
Visual Place Recognition on St Lucia
Metric: Recall@1 (higher is better)
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#
Model
↕
Recall@1
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Extra Data
Paper
Date
↕
Code
1
EffoVPR
100
No
EffoVPR: Effective Foundation Model Utilization ...
2024-05-28
-
2
BoQ (DINOv2)
100
No
BoQ: A Place is Worth a Bag of Learnable Queries
2024-05-12
Code
3
FoL-global
99.9
No
Focus on Local: Finding Reliable Discriminative ...
2025-04-14
Code
4
FoL
99.9
No
Focus on Local: Finding Reliable Discriminative ...
2025-04-14
Code
5
SelaVPR
99.8
No
Towards Seamless Adaptation of Pre-trained Model...
2024-02-22
Code
6
ProGEO
99.7
Yes
ProGEO: Generating Prompts through Image-Text Co...
2024-06-04
Code
7
MixVPR
99.66
No
MixVPR: Feature Mixing for Visual Place Recognit...
2023-03-03
Code
8
CosPlace
99.59
No
Rethinking Visual Geo-localization for Large-Sca...
2022-04-05
Code
9
AnyLoc-VLAD-DINOv2
96.17
No
AnyLoc: Towards Universal Visual Place Recognition
2023-08-01
Code
10
DINOv2
78.62
No
DINOv2: Learning Robust Visual Features without ...
2023-04-14
Code
11
CLIP
62.7
No
AnyLoc: Towards Universal Visual Place Recognition
2023-08-01
Code
12
NetVLAD
57.92
No
NetVLAD: CNN architecture for weakly supervised ...
2015-11-23
Code
13
DINO
45.22
No
Emerging Properties in Self-Supervised Vision Tr...
2021-04-29
Code
#1
EffoVPR
100
Recall@1
· 2024-05-28
EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition
#2
BoQ (DINOv2)
SOTA
100
Recall@1
· 2024-05-12
BoQ: A Place is Worth a Bag of Learnable Queries
Code
#3
FoL-global
99.9
Recall@1
· 2025-04-14
Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition
Code
#4
FoL
99.9
Recall@1
· 2025-04-14
Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition
Code
#5
SelaVPR
SOTA
99.8
Recall@1
· 2024-02-22
Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition
Code
#6
ProGEO
99.7
Recall@1
· Extra Data
· 2024-06-04
ProGEO: Generating Prompts through Image-Text Contrastive Learning for Visual Geo-localization
Code
#7
MixVPR
SOTA
99.66
Recall@1
· 2023-03-03
MixVPR: Feature Mixing for Visual Place Recognition
Code
#8
CosPlace
SOTA
99.59
Recall@1
· 2022-04-05
Rethinking Visual Geo-localization for Large-Scale Applications
Code
#9
AnyLoc-VLAD-DINOv2
96.17
Recall@1
· 2023-08-01
AnyLoc: Towards Universal Visual Place Recognition
Code
#10
DINOv2
78.62
Recall@1
· 2023-04-14
DINOv2: Learning Robust Visual Features without Supervision
Code
#11
CLIP
62.7
Recall@1
· 2023-08-01
AnyLoc: Towards Universal Visual Place Recognition
Code
#12
NetVLAD
SOTA
57.92
Recall@1
· 2015-11-23
NetVLAD: CNN architecture for weakly supervised place recognition
Code
#13
DINO
45.22
Recall@1
· 2021-04-29
Emerging Properties in Self-Supervised Vision Transformers
Code