Sound Event Localization and Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
26ER<20°
13
Feb 26, 2026
20ER<20°
12
Feb 26, 2026
33.7Error Rate (ER)
8
Apr 16, 2026
0.37Error Rate (<20°)
8
Feb 26, 2026
43.1SELD Score
7
Apr 16, 2026
40.2F1 Score
6
Feb 26, 2026
0.55LSD Score
6
Feb 26, 2026
94.7F1 Score
4
Mar 27, 2026
84.2P-SED
1
Jun 29, 2026
81.1Precision (SED)
1
Jun 29, 2026
64.8Precision (SED)
1
Jun 29, 2026
95.6Precision (SED)
1
Jun 29, 2026
79F1 Score
1
Mar 27, 2026