Keyword Spotting on MSWC (test)
97DET@1%Teacher
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TeacherShots=10, #MACs=63.3* G, #Params=217.8* M2026.01 | 97 | 99.3 | 99.8 | |
| ResNet15Shots=10, #MACs=235 M, #Params=480 k2026.01 | 96.1 | 98.4 | 99.5 | |
| Edgespot-4Shots=10, #MACs=29.4 M, #Params=128.3 k2026.01 | 95.7 | 99.1 | 99.7 | |
| BC-ResNet-4Shots=10, #MACs=24.1 M, #Params=96.6 k2026.01 | 95.5 | 99.1 | 99.7 | |
| Edgespot-3Shots=10, #MACs=18.6 M, #Params=80.6 k2026.01 | 94.8 | 98.9 | 99.7 | |
| BC-ResNet-3Shots=10, #MACs=14.5 M, #Params=59.2 k2026.01 | 94 | 98.8 | 99.6 | |
| Edgespot-2Shots=10, #MACs=10.3 M, #Params=43.3 k2026.01 | 92 | 98.4 | 99.5 | |
| TeacherShots=1, #MACs=63.3* G, #Params=217.8* M2026.01 | 91.4 | 97.4 | 99.3 | |
| BC-ResNet-2Shots=10, #MACs=7.3 M, #Params=30.6 k2026.01 | 91.1 | 98.2 | 99.5 | |
| Edgespot-4Shots=1, #MACs=29.4 M, #Params=128.3 k2026.01 | 87.8 | 96.7 | 99.2 | |
| BC-ResNet-4Shots=1, #MACs=24.1 M, #Params=96.6 k2026.01 | 87.1 | 96.4 | 99.1 | |
| ResNet15Shots=1, #MACs=235 M, #Params=480 k2026.01 | 86.3 | 93.9 | 98.3 | |
| Edgespot-1Shots=10, #MACs=4.5 M, #Params=16.6 k2026.01 | 85.7 | 96.7 | 99.2 | |
| Edgespot-3Shots=1, #MACs=18.6 M, #Params=80.6 k2026.01 | 85.2 | 95.9 | 99 | |
| BC-ResNet-3Shots=1, #MACs=14.5 M, #Params=59.2 k2026.01 | 83.5 | 95.5 | 98.9 | |
| BC-ResNet-1Shots=10, #MACs=2.5 M, #Params=10.9 k2026.01 | 81.2 | 95.5 | 98.9 | |
| Edgespot-2Shots=1, #MACs=10.3 M, #Params=43.3 k2026.01 | 79.3 | 94 | 98.6 | |
| BC-ResNet-2Shots=1, #MACs=7.3 M, #Params=30.6 k2026.01 | 77.3 | 93.3 | 98.5 | |
| Edgespot-1Shots=1, #MACs=4.5 M, #Params=16.6 k2026.01 | 66.8 | 88.9 | 97.7 | |
| BC-ResNet-1Shots=1, #MACs=2.5 M, #Params=10.9 k2026.01 | 61.2 | 85.3 | 97 |