Benchmark Datasets
9
Total Datasets
7
Query-Reference
2
Self-Retrieval
4
Public Datasets
Datasets Overview
| Dataset | Category | Type | Query Images | Reference Images | Products | Access | |
|---|---|---|---|---|---|---|---|
|
In
Intercars
Industry Partner
|
Automotive | Query-Reference | 2,062 | 19,610 | 17,965 | Private | |
|
IK
IKEA
Industry Partner
|
Furniture | Query-Reference | 371 | 85,165 | 50,641 | Private | |
|
Ho
Hornbach
Industry Partner
|
Hardware/DIY | Query-Reference | 5,008 | 221,376 | 127,597 | Private | |
|
AR
ARaymond
Industry Partner
|
Industrial | Query-Reference | 3,624 | 200,496 | 12,531 | Private | |
|
VP
VPRC 2023
Competition
|
Mixed Retail | Query-Reference | 1,935 | 1,067 | 609 | Public | |
|
St
Stanford Online Products
Academic
|
E-commerce | Self-Retrieval | 60,502 | 60,502 | 11,316 | Public | |
|
Pr
Products-10K
Academic
|
E-commerce | Self-Retrieval | 214,000 | 214,000 | 10,000 | Public | |
|
TO
TOPEX
Industry Partner
|
Industrial | Query-Reference | 1,200 | 8,000 | 8,000 | Private | |
|
IL
ILIAS
Academic
|
Instance Retrieval | Query-Reference | 1,232 | 5,004,715 | 1,000 | Public |
Dataset Types
Query-Reference
Separate sets of query and reference images. Query images are typically user-captured photos, while reference images are clean catalog images. This setup mimics real-world visual search scenarios.
Self-Retrieval
Query and reference images come from the same pool. Each query image should retrieve other images of the same product. Common in academic benchmarks for instance-level retrieval.