Sound Source Distance Estimation on Group 2
0.18MAE (m)SELDNet
Evaluation Results
| Method | Links | |
|---|---|---|
| SELDNetParams=649.4K, FLOPs=187.2M, GPU (V100) Latency (ms)=2.16, CPU (R5 4500U) Latency (ms)=18.192026.06 | 0.18 | |
| Fast-SDEParams=75.8K, FLOPs=121.0M, GPU (V100) Latency (ms)=2.09, CPU (R5 4500U) Latency (ms)=9.84, Micro-controller (ESP32-S3-Zero) Latency (ms)=28372026.06 | 0.19 | |
| UltraFast-SDEParams=9.6K, FLOPs=50.9M, GPU (V100) Latency (ms)=1.61, CPU (R5 4500U) Latency (ms)=5.23, Micro-controller (ESP32-S3-Zero) Latency (ms)=10182026.06 | 0.26 | |
| AttentionParams=42.9K, FLOPs=34.8M, GPU (V100) Latency (ms)=13.61, CPU (R5 4500U) Latency (ms)=30.88, Micro-controller (ESP32-S3-Zero) Latency (ms)=24522026.06 | 0.29 |