HWBenchedge-AI hardware data, cited & graded

What is the best board for pose estimation?

Qualcomm Snapdragon X2 Elite (CRD): 1855 FPS (hrnet_pose, w8a8; grade D; 2026 (year only)). Next: Qualcomm Snapdragon X Elite (CRD) 938 FPS; Qualcomm Dragonwing IQ-9075 EVK 864 FPS. Like-for-like group: mid-size CNN, batch 1.

Top results
#PlatformResultPerf/WPriceGrade · dateSource
1Qualcomm Snapdragon X2 Elite (CRD)1855 FPS
hrnet_pose · w8a8
unknownunknownD 2026 (year only)Qualcomm AI Hub Models perf.yaml (BSD-3)
2Qualcomm Snapdragon X Elite (CRD)938 FPS
hrnet_pose · w8a8
unknownunknownD 2026 (year only)Qualcomm AI Hub Models perf.yaml (BSD-3)
3Qualcomm Dragonwing IQ-9075 EVK864 FPS
hrnet_pose · w8a8
unknownunknownD 2026 (year only)Qualcomm AI Hub Models perf.yaml (BSD-3)
4Qualcomm Dragonwing RB3 Gen 2 (QCS6490)291 FPS
hrnet_pose · w8a8
unknownunknownD 2026 (year only)Qualcomm AI Hub Models perf.yaml (BSD-3)

Filters: task=pose estimation. Ranking: boards that meet every known target, then headroom and perf/W; unknown power or price is not penalised. Open in /find · JSON

Sources

Generated 2026-10-16 from HWBench data only. All answers · Submit a result

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.