Task pose estimation · model-size class mid-size CNN · batch 1 · 4 platforms
✓ Like-for-like: same model-size class and batch.
| Platform | Result | Model · precision · stack | Grade | Power | Price | Fit perf/power/budget | Source |
|---|---|---|---|---|---|---|---|
| Qualcomm Snapdragon X2 Elite (CRD) | 1855 FPS inference_time b=1 | hrnet_pose w8a8 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) | D | unknown no power published | unknown | – / unknown / – | Qualcomm AI Hub Models perf.yaml (BSD-3) |
| Qualcomm Snapdragon X Elite (CRD) | 938 FPS inference_time b=1 | hrnet_pose w8a8 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) | D | unknown no power published | unknown | – / unknown / – | Qualcomm AI Hub Models perf.yaml (BSD-3) |
| Qualcomm Dragonwing IQ-9075 EVK | 864 FPS inference_time b=1 | hrnet_pose w8a8 · Qualcomm AI Hub tflite (QAIRT 2.50.0.260828221209) | D | unknown no power published | unknown | – / unknown / – | Qualcomm AI Hub Models perf.yaml (BSD-3) |
| Qualcomm Dragonwing RB3 Gen 2 (QCS6490) | 291 FPS inference_time b=1 | hrnet_pose w8a8 · Qualcomm AI Hub onnx (QAIRT 2.50.0.260828221209) | D | unknown no power published | unknown | – / unknown / – | Qualcomm AI Hub Models perf.yaml (BSD-3) |
Confidence: A audited MLPerf closed, B documented third-party, C community, D vendor-published, E estimate. Unknown is never assumed. Other like-for-like groups: mid-size CNN b1 (4); mobile-class CNN b1 (4); medium (YOLO-m) b1 (3); medium (YOLO-m) b8 (3); small (YOLO-s) b1 (3); small (YOLO-s) b8 (3); nano (YOLO-n) b1 (1); unknown b1 (3); unknown b8 (3); unknown bunknown (6)