HW-NAS-Bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Neural Architecture Search | HW-NAS-Bench (val) | Validation Accuracy46.4 | 36 | |
| Neural Architecture Search | HW-NAS-Bench Edge GPU | Accuracy46.8 | 28 | |
| Neural Architecture Search | HW-NAS-Bench Raspi 4 | Accuracy43.6 | 14 | |
| Neural Architecture Search | HW-NAS-Bench FPGA | Accuracy44.4 | 7 | |
| Neural Architecture Search | HW-NAS-Bench Eyeriss | Accuracy45.2 | 7 | |
| Neural Architecture Search | HW-NAS-Bench Pixel 3 | Accuracy41.3 | 7 | |
| Neural Architecture Search | HW-NAS-Bench Edge TPU | Accuracy46.8 | 7 | |
| Hardware-Aware Neural Architecture Search | HW-NAS-Bench CIFAR-10 (test) | Latency (%)84.82 | 6 |
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