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DOA estimation research benchmarks · SOTA2 Research

DOA estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulated DOA Data (SNR=40dB, T60=0.6s)

0.82RMSE

5

Apr 3, 2026

Simulated DOA Data SNR=40dB, T60=0.2s

0.82RMSE

5

Apr 3, 2026

Simulated DOA Data SNR=∞, T60=0.6s

1RMSE

5

Apr 3, 2026

Simulated DOA Data SNR=∞, T60=0.4s

1RMSE

5

Apr 3, 2026

Simulated DOA Data SNR=∞, T60=0.2s

0.82RMSE

5

Apr 3, 2026

Simulated DOA Data SNR=40dB, T60=1s

0.82RMSE

4

Apr 3, 2026

Simulated DOA Data SNR=40dB, T60=0.4s

1RMSE

4

Apr 3, 2026

Simulated DOA Data SNR=∞, T60=1s

1RMSE

4

Apr 3, 2026

LOCATA Experiment 2 - directional AWGN

5.8RMSAE

4

Feb 26, 2026

Simulated data Experiment 2 - directional AWGN

3.4RMS Angular Error

4

Feb 26, 2026

Simulated acoustic scenarios compact microphone arrays, dc1 = 4.0 m

EDM-based DOA estimation

3.6Median DOA Error (Source 1)

3

Apr 21, 2026

Simulated acoustic scenarios compact microphone arrays, dc1 = 3.0 m

EDM-based DOA estimation

2.2Median DOA Error (Source 1)

3

Apr 21, 2026

Simulated acoustic scenarios compact microphone arrays, dc1 = 2.0 m

EDM-based DOA estimation

1.1Median DOA Error (Source 1) [°]

3

Apr 21, 2026

Simulated acoustic scenarios compact microphone arrays, dc1 = 1.0 m

EDM-based DOA estimation

0.8Median DOA Error (Source 1)

3

Apr 21, 2026

Simulated acoustic scenarios compact microphone arrays, dc1 = 0.5 m

EDM-based DOA estimation

1.2Median DOA Error (Source 1)

3

Apr 21, 2026

Simulated Acoustic Scenarios

EDM-based DOA estimation

1.2Average run time (s)

2

Apr 21, 2026

Popular datasets

Simulated DOA Data Simulated acoustic scenarios Simulated data LOCATA

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