DOA estimation

Benchmarks

Dataset Name	SOTA Method	Metric
Simulated DOA Data (SNR=40dB, T60=0.6s)		RMSE0.82	5	2mo ago
Simulated DOA Data SNR=40dB, T60=0.2s	Onset-MCCC	RMSE0.82	5	2mo ago
Simulated DOA Data SNR=∞, T60=0.6s	MCC-PHAT	RMSE1	5	2mo ago
Simulated DOA Data SNR=∞, T60=0.4s	MCC-PHAT	RMSE1	5	2mo ago
Simulated DOA Data SNR=∞, T60=0.2s	Onset-MCCC	RMSE0.82	5	2mo ago
Simulated DOA Data SNR=40dB, T60=1s	Onset-MCCC	RMSE0.82	4	2mo ago
Simulated DOA Data SNR=40dB, T60=0.4s	MCC-PHAT	RMSE1	4	2mo ago
Simulated DOA Data SNR=∞, T60=1s	MCC-PHAT	RMSE1	4	2mo ago
LOCATA Experiment 2 - directional AWGN		RMSAE5.8	4	3mo ago
Simulated data Experiment 2 - directional AWGN		RMS Angular Error3.4	4	3mo ago
Simulated acoustic scenarios compact microphone arrays, dc1 = 4.0 m	EDM-based DOA estimation	Median DOA Error (Source 1)3.6	3	1mo ago
Simulated acoustic scenarios compact microphone arrays, dc1 = 3.0 m	EDM-based DOA estimation	Median DOA Error (Source 1)2.2	3	1mo ago
Simulated acoustic scenarios compact microphone arrays, dc1 = 2.0 m	EDM-based DOA estimation	Median DOA Error (Source 1) [°]1.1	3	1mo ago
Simulated acoustic scenarios compact microphone arrays, dc1 = 1.0 m	EDM-based DOA estimation	Median DOA Error (Source 1)0.8	3	1mo ago
Simulated acoustic scenarios compact microphone arrays, dc1 = 0.5 m	EDM-based DOA estimation	Median DOA Error (Source 1)1.2	3	1mo ago
Simulated Acoustic Scenarios	EDM-based DOA estimation	Average run time (s)1.2	2	1mo ago

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