Raspberry Pi
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Heart Rate Estimation | Raspberry Pi 4B | Preprocessing Latency (ms)0 | 8 | |
| Edge Deployment Performance Evaluation | Raspberry Pi 5 CPU-only | Latency (s)0.08 | 7 | |
| Communication Overhead Measurement | Raspberry PI 5 | Communication Overhead (B/s)64 | 6 | |
| Authenticated Key Exchange | Raspberry Pi | Payload Size (Bytes)1,120 | 5 | |
| Edge Deployment | Raspberry Pi 4 | Peak Memory (MB)682 | 4 | |
| End-to-end Inference | Raspberry Pi 5 | Inference Time (s)8.35 | 2 | |
| Semantic Segmentation | Raspberry Pi 5 | Inference Time (s)8.35 | 2 | |
| Image Captioning | Raspberry Pi 5 | Inference Time (s)7.07 | 1 | |
| Edge Extraction | Raspberry Pi 5 | Execution Time (s)0.02 | 1 |
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