Private Model Evaluation
Private Recognition Model Evaluation
Evaluate InsightFace private recognition models remotely via API using your own validation data before making a commercial licensing decision.
InsightFace offers remote evaluation to enterprise teams considering a commercial model license. Use your own validation data with the evaluation API to compare private models with your current solution and inform model selection and licensing decisions.
How the evaluation works
A six-step process designed for enterprise procurement
Submit evaluation request
Send us a brief description of your team, use case, and evaluation goals via the enterprise inquiry form.
Share your use case and evaluation goals
Describe your use case, the characteristics of your validation data, and the model performance metrics you want to assess.
Complete evaluation agreement if required
Where appropriate, both sides put a lightweight evaluation agreement in place to cover scope, confidentiality, and acceptable use.
Receive evaluation API access
Qualified teams receive evaluation API credentials solely for remote model testing before purchasing a commercial model license.
Benchmark with your own validation data
Run identity verification, KYC, 1:N search, or access-control workloads on your own datasets and compare directly with your current vendor or open-source baseline.
Confirm your commercial model license
Based on the evaluation results, select the model and agree on a commercial licensing scope that fits your business needs.
Who this is for
The private model evaluation process is designed for qualified enterprise and research teams and is conducted remotely via API. Access, duration, and evaluation scope are confirmed during scoping and may vary subject to review.
Enterprise teams making a near-term commercial licensing decision.
Teams with validation data representative of their production scenarios.
Teams able to commit engineering time to running and interpreting the benchmark.
Engineering support
Hands-on help during evaluation
Our team can help with testing methods, threshold tuning, and result interpretation so you can make an informed model licensing decision.
Guidance on using the evaluation API and preparing validation data.
Threshold tuning advice for verification, identification, and 1:N search workloads.
Help interpreting accuracy, false match rate, and latency under your operating conditions.
Ready to start a private model evaluation?
Submit an enterprise inquiry describing your use case, data characteristics, and evaluation goals. We will follow up to define the scope of your model evaluation before purchase.