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ResearchFormerly WizWand

Activity Recognition on RoboFiSense V3 (test)

96.11AccuracyGF-BiLSTM
21.406840.800960.19579.5891Mar 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
GF-BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.0396.11
BiVTCInput Configuration=Amplitude+Phase (Sanitized)2026.0393.85
GF-BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.0393.21
BiVTCInput Configuration=Amplitude+Phase (Unwrapped)2026.0392.76
BiLSTMInput Configuration=Amplitude+Phase (Sanitized)2026.0391.11
BiLSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.0389.22
BiVTCInput Configuration=Amplitude-only2026.0387.5
LSTMInput Configuration=Amplitude+Phase (Sanitized)2026.0384.24
LSTMInput Configuration=Amplitude+Phase (Unwrapped)2026.0380.98
ViTInput Configuration=Amplitude+Phase (Sanitized)2026.0378.26
BiLSTMInput Configuration=Amplitude-only2026.0378.26
CNNInput Configuration=Amplitude+Phase (Sanitized)2026.0376.33
CNNInput Configuration=Amplitude+Phase (Unwrapped)2026.0374.84
LSTMInput Configuration=Amplitude-only2026.0374.03
ViTInput Configuration=Amplitude+Phase (Unwrapped)2026.0373.26
ViTInput Configuration=Amplitude-only2026.0368.2
CNNInput Configuration=Amplitude-only2026.0360.33
BiVTCInput Configuration=Phase-only2026.0336.09
BiLSTMInput Configuration=Phase-only2026.0331.96
LSTMInput Configuration=Phase-only2026.0327.17
ViTInput Configuration=Phase-only2026.0326.85
CNNInput Configuration=Phase-only2026.0324.28