GATE Overflow workstation, Intel Xeon w7-2495X (2x NVIDIA GeForce RTX 4090): edge AI benchmarks
Best published result per workload, across model sizes — open “Show data” for like-for-like groups.
Show data — per-workload tables
object detection
No published object detection results for GATE Overflow workstation, Intel Xeon w7-2495X (2x NVIDIA GeForce RTX 4090) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
instance segmentation
No published instance segmentation results for GATE Overflow workstation, Intel Xeon w7-2495X (2x NVIDIA GeForce RTX 4090) 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 workstation, Intel Xeon w7-2495X (2x NVIDIA GeForce RTX 4090) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.
image classification
| Like-for-like group | Best result | Model · precision · stack | Grade | Power | Source · date | Rank in group |
|---|---|---|---|---|---|---|
| mid-size CNN · b=unknown | 87946 FPS | MLPerf resnet int8 · TensorRT | A | unknown power n/a | MLPerf Inference v6.0 (closed, edge) ID 6.0-0035 undated | 2 of 41 |
semantic segmentation
No published semantic segmentation results for GATE Overflow workstation, Intel Xeon w7-2495X (2x NVIDIA GeForce RTX 4090) 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 workstation, Intel Xeon w7-2495X (2x NVIDIA GeForce RTX 4090) 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 workstation, Intel Xeon w7-2495X (2x NVIDIA GeForce RTX 4090) 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
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.