Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

ROxford dataset and benchmarks · SOTA2 Research

Research Datasets

ROxford

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Retrieval

ROxford

0.766mAP (self)

67

Instance-level search

ROxford (test)

42mAP

36

Instance-level search

ROxford + R1M (test)

65.8mAP (Medium)

19

Personalized Retrieval

ROxford (Hard)

80.3mAP

13

Personalized Retrieval

ROxford (Medium)

91.2mAP

13

Image Retrieval

ROxford Revisited (Medium)

51.5mAP

8

Image Retrieval

ROxford Hard revisited

24.3mAP

6

Image Retrieval

roxford5k

34.5mAP (Easy)

4

Landmarks retrieval

ROxford Hard 30

20.7mAP

2

Popular tasks

Image Retrieval Instance-level search Personalized Retrieval Landmarks retrieval

Follow for updates

Join SOTA2 Contact