# Private Inference on Tiny ImageNet (val)

Source: [Private Inference on Tiny ImageNet (val)](<https://www.sota2.com/research/sota/private-inference-on-tiny-imagenet-val>)

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

Data updated: 2026-02-26T05:48:26.974Z

Evaluation of model inference latency and runtime performance on the validation split of the Tiny ImageNet dataset, measured across various network conditions (WAN, 5G, 4G/LTE, IoT).

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) | Tiny ImageNet (val) |
| Metric | Latency (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

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

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

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

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

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

## Recorded results

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

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