Environmental Sound Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
69.7mAP
126
Jun 4, 2026
98.1Accuracy
38
Apr 10, 2026
91.8Top-1 Acc
28
Feb 26, 2026
98.8Top-1 Acc
23
Feb 26, 2026
60.94Accuracy
16
Jun 23, 2026
94.8Top-1 Fidelity
14
Feb 26, 2026
96.1Accuracy
13
Feb 26, 2026
15.27Accuracy
12
Jun 23, 2026
59.7Top-1 Acc
11
Feb 26, 2026
93Score
8
Jun 26, 2026
50Accuracy
6
Feb 26, 2026
58.1Accuracy
6
Feb 26, 2026
48.57Accuracy
4
Jun 2, 2026
32.9Accuracy
4
Jun 2, 2026
32.69Accuracy
4
Jun 2, 2026
24.14Accuracy
4
Jun 2, 2026
43.35Accuracy
4
Jun 2, 2026
28.33Accuracy
4
Jun 2, 2026
25.46Accuracy
4
Jun 2, 2026
48.19Accuracy
4
Jun 2, 2026
34.18Accuracy
4
Jun 2, 2026
28.79Accuracy
4
Jun 2, 2026
30.13Accuracy
4
Jun 2, 2026
31.1Accuracy
4
Jun 2, 2026
49.32Accuracy
4
Jun 2, 2026