Keyword Spotting on Speech Commands SC-30 v1 (test)
95.86BABloodroot-FT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Bloodroot-FTArchitecture=ResNet-18, Poison Rate=1%2025.10 | 95.86 | 95.12 | 3.382 | 92.8 | |
| BloodrootArchitecture=ResNet-18, Poison Rate=1%2025.10 | 95.21 | 96.88 | 3.031 | 90.1 | |
| PBSMArchitecture=ResNet-18, Poison Rate=1%2025.10 | 95.05 | 90.61 | 1.21 | 37.2 | |
| UltrasonicArchitecture=ResNet-18, Poison Rate=1%2025.10 | 94.89 | 96.44 | 2.892 | 84.5 | |
| JingleBackArchitecture=ResNet-18, Poison Rate=1%2025.10 | 94.76 | 93.39 | 1.421 | 61.4 | |
| UltrasonicArchitecture=LSTM, Poison Rate=1%2025.10 | 93.34 | 90.64 | 2.892 | 84.5 | |
| BloodrootArchitecture=LSTM, Poison Rate=1%2025.10 | 93.18 | 96.82 | 3.031 | 90.1 | |
| JingleBackArchitecture=LSTM, Poison Rate=1%2025.10 | 92.57 | 91.45 | 1.421 | 61.4 | |
| Bloodroot-FTArchitecture=LSTM, Poison Rate=1%2025.10 | 92.48 | 92.62 | 3.382 | 92.8 | |
| PBSMArchitecture=LSTM, Poison Rate=1%2025.10 | 92.37 | 90.61 | 1.21 | 37.2 |