All Hardware
Raspberry Pi 5 + Hailo-8
Broadcom BCM2712
RAM
16 GB
Power (TDP)
17W
Highest Accuracy
Top 5 models by mAP@50-95
Fastest
Top 5 models by throughput
Results are contributor-reported. Validation checks the submission format and supported configuration; it does not independently reproduce a run. Compare accuracy on the same dataset and latency with the software versions recorded in each run JSON.
All Models
10 models benchmarked on Raspberry Pi 5 + Hailo-8 (HailoRT INT8)
| # | Model | Dataset | Credit / source | mAP | FPS | Latency | Params |
|---|---|---|---|---|---|---|---|
| 1 | yolov9c | mini500 (500 images) | 54.8% | 21.2 | 47.1ms | 25.5M | |
| 2 | yolov9m | mini500 (500 images) | 53.3% | 30.1 | 33.2ms | 20.1M | |
| 3 | yolonas-l | mini500 (500 images) | 52.4% | 15.4 | 64.9ms | 67.0M | |
| 4 | yolonas-m | mini500 (500 images) | 47.4% | 21.7 | 46.0ms | 51.1M | |
| 5 | yolonas-s | mini500 (500 images) | 44.5% | 39.7 | 25.2ms | 19.0M | |
| 6 | yolox-m | mini500 (500 images) | 43.7% | 34.8 | 28.8ms | 25.3M | |
| 7 | yolox-s | mini500 (500 images) | 41.1% | 95.8 | 10.4ms | 9.0M | |
| 8 | yolox-tiny | mini500 (500 images) | 33.5% | 195.6 | 5.1ms | 5.1M | |
| 9 | yolov9s | mini500 (500 images) | 32.0% | 36.3 | 27.5ms | 7.2M | |
| 10 | yolov9t | mini500 (500 images) | 25.8% | 76.5 | 13.1ms | 2.0M |