Activity Recognition on RoboFiSense V3 (test)
96.11AccuracyGF-BiLSTM
Evaluation Results
| Method | Links | |
|---|---|---|
| GF-BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 96.11 | |
| BiVTCInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 93.85 | |
| GF-BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 93.21 | |
| BiVTCInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 92.76 | |
| BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 91.11 | |
| BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 89.22 | |
| BiVTCInput Configuration=Amplitude-only2026.03 | 87.5 | |
| LSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 84.24 | |
| LSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 80.98 | |
| ViTInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 78.26 | |
| BiLSTMInput Configuration=Amplitude-only2026.03 | 78.26 | |
| CNNInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 76.33 | |
| CNNInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 74.84 | |
| LSTMInput Configuration=Amplitude-only2026.03 | 74.03 | |
| ViTInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 73.26 | |
| ViTInput Configuration=Amplitude-only2026.03 | 68.2 | |
| CNNInput Configuration=Amplitude-only2026.03 | 60.33 | |
| BiVTCInput Configuration=Phase-only2026.03 | 36.09 | |
| BiLSTMInput Configuration=Phase-only2026.03 | 31.96 | |
| LSTMInput Configuration=Phase-only2026.03 | 27.17 | |
| ViTInput Configuration=Phase-only2026.03 | 26.85 | |
| CNNInput Configuration=Phase-only2026.03 | 24.28 |