Speech Commands
Benchmarks
TaskDatasetSOTA resultTrendResults
Speech Commands (SPC-1) v1
97.4Accuracy
6
Speech Commands 8kHz SC10 (val)
96.3Accuracy
6
Speech Commands (val)
2.22Error Rate
6
Speech Commands (val)
0.089Loss
5
Speech Commands (SC) 10-class
97.5Accuracy
5
Speech Commands Raw 1 → 1/2 (test)
88.66Accuracy
5
Speech Commands Raw 1 → 1 (test)
95.87Accuracy
5
Speech Commands v2
93.01Accuracy
4
Speech Commands
94.7Accuracy
4
Speech Commands v2 (val)
0.063Hypervolume (HV)
4
Speech Commands SC10 Raw
98.14Accuracy
4
Speech Commands v2 (fine-tuning)
96.83Accuracy
3
Speech Commands (val)
1.02MSE
3
SCD (Speech Commands) (test)
5.66Latency (Base) (ms)
3
Speech Commands 10-keyword (original)
5.7Error Rate
3
Speech Commands (test)
86.56Accuracy
2
Speech Commands (val)
87.62Accuracy
2
Speech Commands 10-keyword (derivative)
15.2Error Rate
2
Speech Commands 16 kHz (test)
—Accuracy
0
Speech Commands Warden 2018 (test)
—Accuracy
0