Benchmark resources
Selected tasks, methodologies, baseline results and documentation.
ExploreImponexpo Research
Datasets, Protocols
& Resources
Open what strengthens the field. Protect what must remain defensible.
We intend to release research resources when openness improves reproducibility, standards, scientific progress or ecosystem capability—and when privacy, security, law, contractual obligations and long-term defensibility permit it.
Real-world data and economic context
Open standards and reproducible research
A more transparent and inclusive global economy
Open resources6Public resource classes
Research coverage18Grand research areas
Research programs90Durable program homes
ScopeGlobalCountry-native and cross-border research
Find the right resources.
Explore the resource categories in our research agenda.
Datasets
Rights-cleared and documented research datasets where publication is appropriate.
ExploreProtocols & schemas
Interoperability proposals and public specifications intended for external use.
ExploreResearch code
Reference implementations, analysis code or reproducibility packages where safe to release.
ExploreField-study resources
Methods, instruments and de-identified findings from real-world research.
ExploreDocumentation
Glossaries, taxonomies, public ontologies and methodological guidance.
ExploreResource directions.
These are resource directions under consideration, not a catalogue of released downloads. Contact us to discuss availability or collaboration.
DATASET
Global Trade Entity Graph
Linked data on companies, ports, products and trade relationships.
Discuss this resourceDATASET
HS Code Knowledge Graph
Structured relationships across product classifications and industries.
Discuss this resourcePROTOCOL
Trade Compliance Rules
Public machine-readable examples for regulatory research.
Discuss this resourceDATASET
Supply Chain Risk Signals
Proposed multi-source indicators for resilience research.
Discuss this resourceBENCHMARK
Evaluation Benchmarks
Selected task definitions and evaluation documentation.
Discuss this resourceTOOL
Protocol Templates
Reusable reference templates for evaluation and reporting.
Discuss this resourceProvenance & versioning.
Public resources should be traceable, documented and reproducible.
Release requirementsRights reviewed
VersionVersion identifier
Last updatedRelease date
ChangelogRecorded changes
LicenseExplicit terms
DocumentationDocumentation required
Access levelDefined
Open where possible.
Responsible where needed.
We release material when openness improves reproducibility and scientific progress—while protecting privacy, security, contractual obligations and legitimate intellectual property.
Public resources
- Rights-cleared datasets and benchmarks
- Public schemas, protocols and documentation
- Reference implementations where appropriate
- Clearly defined usage terms
Protected internals
- Proprietary models and production systems
- Commercially sensitive data
- Private evaluation assets
- Security-sensitive infrastructure
Collaborate
Help build a more open global commerce research ecosystem.
We welcome contributions and partnerships from researchers, industry, governments and other organisations.
Contribute a resource
Share datasets, tools or case studies.
Request access
Work with us on specialised resources.
Partner with us
Joint research and data programs.