Activity Recognition on RoboFiSense V1 (test)
95.1AccuracyGF-BiLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| GF-BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 95.1 | |
| BiVTCInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 94.86 | |
| GF-BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 94.33 | |
| BiVTCInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 91.74 | |
| BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 88.59 | |
| BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 86.96 | |
| LSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 85.84 | |
| BiVTCInput Configuration=Amplitude-only2026.03 | 84.89 | |
| LSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 83.91 | |
| LSTMInput Configuration=Amplitude-only2026.03 | 82.7 | |
| BiLSTMInput Configuration=Amplitude-only2026.03 | 80.98 | |
| CNNInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 80.59 | |
| ViTInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 79.43 | |
| CNNInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 78.7 | |
| ViTInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 73.74 | |
| ViTInput Configuration=Amplitude-only2026.03 | 68.48 | |
| CNNInput Configuration=Amplitude-only2026.03 | 68.47 | |
| BiVTCInput Configuration=Phase-only2026.03 | 35.76 | |
| BiLSTMInput Configuration=Phase-only2026.03 | 33.68 | |
| LSTMInput Configuration=Phase-only2026.03 | 25.36 | |
| ViTInput Configuration=Phase-only2026.03 | 25.13 | |
| CNNInput Configuration=Phase-only2026.03 | 22.96 |