Task object detection · model-size class medium (YOLO-m) · batch 1 · 4 platforms · model filter "yolov8"
✓ Like-for-like: same model-size class and batch.
| Platform | Result | Model · precision · stack | Grade | Power | Price | Fit perf/power/budget | Source |
|---|---|---|---|---|---|---|---|
| Hailo-10H (M.2/PCIe, x86 host) | 76.20 FPS throughput b=1 | yolov8m INT8 (Hailo quantized) · Hailo DFC v5.4.0 / HailoRT (model zoo) | D | 2.50 W reported in result source — spec | unknown | – / yes / – | Hailo Model Zoo public models (Hailo-10H) |
| Hailo-8 (M.2/PCIe, x86 host) | 66.90 FPS throughput b=1 | yolov8m INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) | D | 2.50 W reported in result source — spec | unknown | – / yes / – | Hailo Model Zoo public models (Hailo-8) |
| Hailo-8L (M.2/PCIe, x86 host) | 50.70 FPS throughput b=1 | yolov8m INT8 (Hailo quantized) · Hailo DFC v2.20.0 / HailoRT (model zoo) | D | 1.50 W reported in result source — spec | unknown | – / yes / – | Hailo Model Zoo public models (Hailo-8L) |
| Microchip PolarFire SoC Video Kit (VectorBlox CoreVectorBlox) | 1.78 FPS inference_time b=1 | yolov8m INT8 (VNNX) · VectorBlox SDK (VNNX), no compression | D | unknown no power published | unknown | – / unknown / – | Microchip VectorBlox SDK tutorial metrics |
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: medium (YOLO-m) b1 (4); medium (YOLO-m) b8 (4); nano (YOLO-n) b1 (4); small (YOLO-s) b1 (4); nano (YOLO-n) b8 (3); small (YOLO-s) b8 (3); unknown b1 (4)