Sound Event Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.024PSDS-1 Score
32
Feb 26, 2026
89.1Onset FMS
20
Feb 26, 2026
0.374PSDS1 (w/o var-pen)
18
Jul 8, 2026
0.57Score
17
Mar 10, 2026
0.587PSDS1
15
Feb 26, 2026
0.496PSDS1A
12
Feb 27, 2026
0.583tPSDS@1
12
Feb 26, 2026
78.4SED F1
11
Feb 26, 2026
71.2Accuracy
10
Apr 21, 2026
58.4Event-based F1
8
Apr 16, 2026
45.4PSDS1
8
Feb 26, 2026
17F1 (Prev Known)
7
May 6, 2026
30.6F1 (Previous Known)
7
May 6, 2026
33.8F1 Score
7
May 6, 2026
25Error Rate
7
Apr 16, 2026
0.356Score (SNR 10 dB, P1)
7
Feb 26, 2026
31.33Eb (%)
6
May 6, 2026
30.7R1@0.5
6
Apr 15, 2026
0.446PSDS1
6
Apr 2, 2026
34.4PSDS1
6
Apr 2, 2026
0.587PSDS1
6
Feb 26, 2026
66.9F1 Score
5
Feb 26, 2026
79Error Rate
5
Feb 26, 2026
50Error Rate
5
Feb 26, 2026
45.2PSDS1
4
Feb 26, 2026