# Private Inference on CIFAR-10 (test)

Source: [Private Inference on CIFAR-10 (test)](<https://www.sota2.com/research/sota/private-inference-on-cifar-10-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:02:34.352Z

Evaluation of Private Inference latency and runtime performance across various network conditions (WAN, 5G, 4G/LTE, IoT) using the CIFAR-10 test set.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Private Inference |
| Dataset (including any stated split) | CIFAR-10 (test) |
| Metric | Runtime (WAN) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 0 of 0 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Runtime (WAN)](<https://www.sota2.com/research/sota/private-inference-on-cifar-10-test.md?metric=Runtime%20(WAN)>): Lower is better; unit: TIME.

- [Runtime (5G)](<https://www.sota2.com/research/sota/private-inference-on-cifar-10-test.md?metric=Runtime%20(5G)>): Lower is better; unit: TIME.

- [Runtime (4G/LTE)](<https://www.sota2.com/research/sota/private-inference-on-cifar-10-test.md?metric=Runtime%20(4G%2FLTE)>): Lower is better; unit: TIME.

- [Runtime (IoT)](<https://www.sota2.com/research/sota/private-inference-on-cifar-10-test.md?metric=Runtime%20(IoT)>): Lower is better; unit: TIME.

- [Relative Runtime (%)](<https://www.sota2.com/research/sota/private-inference-on-cifar-10-test.md?metric=Relative%20Runtime%20(%25)>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Runtime (WAN) | Result date | Report paper |
| --- | --- | --- | --- |

Page 1 of 1. This is an index page, not the full collection.
