HWBenchedge-AI hardware data, cited & graded

Rockchip RK3576 (NPU, single core of 2) vs TI AM68A (8 TOPS)

Rockchipedge SoC · no photo yet
No licensed photo available — placeholder drawing.
Texas Instrumentsedge SoC · no photo yet
No licensed photo available — placeholder drawing.

Only TI AM68A (8 TOPS) has published results here; Rockchip RK3576 (NPU, single core of 2) has none for the workloads we track.

Rockchip RK3576 (NPU, single core of 2)TI AM68A (8 TOPS)
Best object detectionn/a83.75 FPS C
undated
Powern/an/a
Perf / Wn/an/a
Pricen/a$174.197 list
Workloads with data0 of 71 of 7

Best published object detection result per platform. n/a = not published; never estimated.

Show data — all workloads, sources and like-for-like groups

object detection

Only TI AM68A (8 TOPS) has published object detection results.

PlatformResultModel · precision · stackGradePowerSource
TI AM68A (8 TOPS)83.75 FPS
inference_time · b=1
yolov7_tiny
INT8 · TI Edge AI SDK / TIDL (edgeai-benchmark) · unknown
Cunknown power n/a
no power published
TI edgeai-tensorlab tech report: speed/accuracy of object detection models (AM68A)
undated

Rockchip RK3576 (NPU, single core of 2):

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No published object detection results for Rockchip RK3576 (NPU, single core of 2) or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

instance segmentation

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No published instance segmentation results for Rockchip RK3576 (NPU, single core of 2) or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

pose estimation

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No published pose estimation results for Rockchip RK3576 (NPU, single core of 2) or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

image classification

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No published image classification results for Rockchip RK3576 (NPU, single core of 2) or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

semantic segmentation

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No published semantic segmentation results for Rockchip RK3576 (NPU, single core of 2) or TI AM68A (8 TOPS) 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

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No published speech-to-text results for Rockchip RK3576 (NPU, single core of 2) or TI AM68A (8 TOPS) yet.
We only show cited public figures — nothing is estimated to fill gaps. Requests tell us what to source or test next.

LLM generation

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No published LLM generation results for Rockchip RK3576 (NPU, single core of 2) or TI AM68A (8 TOPS) 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.