AudioSet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
AudioSet 20K
47.8mAP
151
AudioSet 2M
50.5mAP
102
Audioset
49.94P_E
99
AudioSet (eval)
0.382Mel Distance
63
AudioSet
0.006NMSE
63
AudioSet
49.6mAP
60
AudioSet (test)
49.6mAP
57
AudioSet AS-2M (full)
50.2mAP
45
AudioSet (evaluation)
47.1mAP
39
AudioSet (AS-20K)
46.7mAP
39
AudioSet (test)
0.462mAP
34
AudioSet-2M (full)
48.6mAP
32
AudioSet (test)
50mAP
25
AudioSet (test)
0.32Mel Distance (16kHz)
23
AudioSet Full (test)
45.9mAP
23
AudioSet AS-2M
50.2mAP (%)
21
AudioSet 20k (train test)
31.67mAP
19
AudioSet ZSL (test)
72.25mAP (S)
19
AudioSet Strongly-labeled (test)
0.374PSDS1 (w/o var-pen)
18
AudioSet 2M
49.1mAP (Audio-only)
16
AudioSet ZSL (test)
50.96mAcc (Seen)
16
AudioSet AAR 20k
0Minimum LSD
15
AudioSet 20k (subset of 100 random 10 s clips)
2.75Compression Ratio
15
AudioSet
58.71Accuracy
14
AudioSet balanced (AS-20k)
40.2mAP
14