Which board is best for semantic segmentation under 5 W?
Hailo-10H (M.2/PCIe, x86 host): 667 FPS (unet_mobilenet_v2, INT8 (Hailo quantized); grade D; undated). Next: Hailo-8 (M.2/PCIe, x86 host) 662 FPS; Qualcomm Snapdragon X2 Elite (CRD) 609 FPS. Like-for-like group: mobile-class CNN, batch 1.
| # | Platform | Result | Perf/W | Price | Grade · date | Source |
|---|---|---|---|---|---|---|
| 1 | Hailo-10H (M.2/PCIe, x86 host) | 667 FPS unet_mobilenet_v2 · INT8 (Hailo quantized) | 267 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-10H) |
| 2 | Hailo-8 (M.2/PCIe, x86 host) | 662 FPS unet_mobilenet_v2 · INT8 (Hailo quantized) | 265 spec | unknown | D undated | Hailo Model Zoo public models (Hailo-8) |
| 3 | Qualcomm Snapdragon X2 Elite (CRD) | 609 FPS deeplabv3_plus_mobilenet · w8a8 | unknown | unknown | D 2026 (year only) | Qualcomm AI Hub Models perf.yaml (BSD-3) |
| 4 | Qualcomm Snapdragon X Elite (CRD) | 274 FPS deeplabv3_plus_mobilenet · w8a8 | unknown | unknown | D 2026 (year only) | Qualcomm AI Hub Models perf.yaml (BSD-3) |
| 5 | Qualcomm Dragonwing IQ-9075 EVK | 270 FPS deeplabv3_plus_mobilenet · w8a8 | unknown | unknown | D 2026 (year only) | Qualcomm AI Hub Models perf.yaml (BSD-3) |
Filters: task=semantic segmentation, power=5. Ranking: boards that meet every known target, then headroom and perf/W; unknown power or price is not penalised. Open in /find · JSON
Sources
- https://github.com/hailo-ai/hailo_model_zoo/tree/v5.4.0/docs/public_models/HAILO10H
- https://github.com/hailo-ai/hailo_model_zoo/tree/v2.20.0/docs/public_models/HAILO8
- https://github.com/qualcomm/ai-hub-models/tree/main/src/qai_hub_models/models/deeplabv3_plus_mobilenet
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.