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

M5Product dataset and benchmarks · SOTA2 Research

Research Datasets

M5Product

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Retrieval

M5Product

15.27Recall@1

30

Multimodal Retrieval (text query to multimodal content)

M5Product (test)

18.27Recall@1

26

M5Product

95.5Accuracy

24

Multimodal Retrieval (image query to multimodal content)

M5Product (test)

32.8Recall@1

23

Image-based Retrieval

M5Product

44.32Recall@10

20

Product Classification

M5Product (test)

99.54Accuracy

13

Product Retrieval

M5Product

59.81mAP@1

13

Coarse-grained Product Retrieval

M5Product (test)

71.3mAP@1

10

Text-to-Image Retrieval

M5Product (test)

38.1Recall@1

10

Fine-Grained Instance Retrieval

M5Product (test)

54.28Recall@1

10

Text-based Retrieval

M5Product

44.29Recall@10

10

Attribute Prediction

M5Product

80.22Accuracy

10

M5Product (subset)

84.23NMI

9

M5Product (subset)

79.58Accuracy

9

M5Product

92.01NMI

4

Popular tasks

Classification Clustering Text-to-Image Retrieval Attribute Prediction Multimodal Retrieval

Follow for updates

Join SOTA2 Contact