Activity Recognition on RoboFiSense V2 (test)
95.65AccuracyGF-BiLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| GF-BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 95.65 | |
| BiVTCInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 95.2 | |
| GF-BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 93.78 | |
| BiVTCInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 93.15 | |
| BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 92.93 | |
| BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 90.85 | |
| LSTMInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 88.76 | |
| BiVTCInput Configuration=Amplitude-only2026.03 | 86.96 | |
| LSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 83.87 | |
| CNNInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 81.65 | |
| ViTInput Configuration=Amplitude+Phase (Sanitized)2026.03 | 81.52 | |
| BiLSTMInput Configuration=Amplitude-only2026.03 | 81.52 | |
| CNNInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 79.31 | |
| ViTInput Configuration=Amplitude+Phase (Unwrapped)2026.03 | 78.8 | |
| LSTMInput Configuration=Amplitude-only2026.03 | 74.41 | |
| ViTInput Configuration=Amplitude-only2026.03 | 72.28 | |
| CNNInput Configuration=Amplitude-only2026.03 | 67.93 | |
| BiVTCInput Configuration=Phase-only2026.03 | 41.73 | |
| BiLSTMInput Configuration=Phase-only2026.03 | 35.81 | |
| LSTMInput Configuration=Phase-only2026.03 | 31.85 | |
| ViTInput Configuration=Phase-only2026.03 | 23.04 | |
| CNNInput Configuration=Phase-only2026.03 | 20.57 |