HWBenchedge-AI hardware data, cited & graded

GATE Overflow system (13th Gen Intel Core i9-13900K, CPU only): edge AI benchmarks

GATEOverflowedge server / PC · no photo yet
No licensed photo available — placeholder drawing.
Vendor GATEOverflowForm factor edge server / PCCompute CPUIndicative price unknownPower envelope unknownPublished rows 3
object detection12.07 FPSA perf/W n/aundated

Best published result per workload, across model sizes — open “Show data” for like-for-like groups.

Show data — per-workload tables

object detection

Like-for-like groupBest resultModel · precision · stackGradePowerSource · dateRank in group
unknown · b=unknown12.07 FPS CPU-onlyMLPerf yolo-95
fp32 · pytorch v2.3.1
Aunknown power n/aMLPerf Inference v6.0 (closed, edge) ID 6.0-0036
undated
37 of 37

instance segmentation

◌

No published instance segmentation results for GATE Overflow system (13th Gen Intel Core i9-13900K, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

◌

No published pose estimation results for GATE Overflow system (13th Gen Intel Core i9-13900K, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

◌

No published image classification results for GATE Overflow system (13th Gen Intel Core i9-13900K, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

◌

No published semantic segmentation results for GATE Overflow system (13th Gen Intel Core i9-13900K, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

speech-to-text

◌

No published speech-to-text results for GATE Overflow system (13th Gen Intel Core i9-13900K, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

◌

No published LLM generation results for GATE Overflow system (13th Gen Intel Core i9-13900K, CPU only) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

How to read these numbers
Every number is labelled. Confidence: A MLPerf closed, audited · B documented third-party method · C community / review · D vendor-published, not independently verified · E estimate. Power basis: measured with the result · spec vendor spec/envelope · power n/a not published.

Machine-readable: /find.json (see llms.txt); full tables are in “Show data”. Confidence grades: A audited MLPerf closed · B documented third-party · C community · D vendor-published · E estimate. Unknown values are shown as unknown, never estimated. Generated 2026-10-16 from public sources.