# Private Inference on MoE-Small Source: [Private Inference on MoE-Small]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:34.763Z Evaluation of Private Inference performance metrics, specifically runtime and communication overhead, using the MoE-Small dataset. 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) | MoE-Small | | Metric | Runtime (min) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 21 of 21 | | 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 (min)](): Lower is better; unit: TIME. - [Communication (GB)](): Lower is better; unit: SIZE. ## Recorded results | Method | Runtime (min) | Result date | Report paper | | --- | --- | --- | --- | | SecMoE | 2.04 | Not recorded | 6965d1706343fa78c8323436 | | SecMoE | 2.23 | Not recorded | 6965d1706343fa78c8323436 | | SecMoE | 2.52 | Not recorded | 6965d1706343fa78c8323436 | | SecMoE | 3.04 | Not recorded | 6965d1706343fa78c8323436 | | SecMoE | 3.47 | Not recorded | 6965d1706343fa78c8323436 | | BumbleBee | 3.51 | Not recorded | 6965d1706343fa78c8323436 | | SecMoE | 3.68 | Not recorded | 6965d1706343fa78c8323436 | | BumbleBee | 4.24 | Not recorded | 6965d1706343fa78c8323436 | | Iron | 4.35 | Not recorded | 6965d1706343fa78c8323436 | | BumbleBee | 6.51 | Not recorded | 6965d1706343fa78c8323436 | | Iron | 7.58 | Not recorded | 6965d1706343fa78c8323436 | | BumbleBee | 7.59 | Not recorded | 6965d1706343fa78c8323436 | | BumbleBee | 9.76 | Not recorded | 6965d1706343fa78c8323436 | | Iron | 12.07 | Not recorded | 6965d1706343fa78c8323436 | | BumbleBee | 13.88 | Not recorded | 6965d1706343fa78c8323436 | | Iron | 17.4 | Not recorded | 6965d1706343fa78c8323436 | | Iron | 35.19 | Not recorded | 6965d1706343fa78c8323436 | | Iron | 59.14 | Not recorded | 6965d1706343fa78c8323436 | ### SecMoE Runtime (min): 2.04. Result ID: 6996f1cf5698665ec43e6a29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"32"}. This record does not assert independent reproduction. ### SecMoE Runtime (min): 2.23. Result ID: 6996f1cf5698665ec43e6a2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"64"}. This record does not assert independent reproduction. ### SecMoE Runtime (min): 2.52. Result ID: 6996f1cf5698665ec43e6a2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"128"}. This record does not assert independent reproduction. ### SecMoE Runtime (min): 3.04. Result ID: 6996f1cf5698665ec43e6a2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"32"}. This record does not assert independent reproduction. ### SecMoE Runtime (min): 3.47. Result ID: 6996f1cf5698665ec43e6a2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"64"}. This record does not assert independent reproduction. ### BumbleBee Runtime (min): 3.51. Result ID: 6996f1cf5698665ec43e6a22. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"32"}. This record does not assert independent reproduction. ### SecMoE Runtime (min): 3.68. Result ID: 6996f1cf5698665ec43e6a2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"128"}. This record does not assert independent reproduction. ### BumbleBee Runtime (min): 4.24. Result ID: 6996f1cf5698665ec43e6a25. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"32"}. This record does not assert independent reproduction. ### Iron Runtime (min): 4.35. Result ID: 6996f1cf5698665ec43e6a1b. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"32"}. This record does not assert independent reproduction. ### BumbleBee Runtime (min): 6.51. Result ID: 6996f1cf5698665ec43e6a23. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"64"}. This record does not assert independent reproduction. ### Iron Runtime (min): 7.58. Result ID: 6996f1cf5698665ec43e6a1c. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"64"}. This record does not assert independent reproduction. ### BumbleBee Runtime (min): 7.59. Result ID: 6996f1cf5698665ec43e6a26. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"64"}. This record does not assert independent reproduction. ### BumbleBee Runtime (min): 9.76. Result ID: 6996f1cf5698665ec43e6a24. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"128"}. This record does not assert independent reproduction. ### Iron Runtime (min): 12.07. Result ID: 6996f1cf5698665ec43e6a1d. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"LAN","Number of Experts":"128"}. This record does not assert independent reproduction. ### BumbleBee Runtime (min): 13.88. Result ID: 6996f1cf5698665ec43e6a27. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"128"}. This record does not assert independent reproduction. ### Iron Runtime (min): 17.4. Result ID: 6996f1cf5698665ec43e6a1e. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"32"}. This record does not assert independent reproduction. ### Iron Runtime (min): 35.19. Result ID: 6996f1cf5698665ec43e6a1f. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"64"}. This record does not assert independent reproduction. ### Iron Runtime (min): 59.14. Result ID: 6996f1cf5698665ec43e6a20. [Reporting paper]() Recorded evaluation configuration: {"Network Setting":"WAN","Number of Experts":"128"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.