ESC
Benchmarks
TaskDatasetSOTA resultTrendResults
ESC-50
99.25Accuracy
461
ESC50
96.58Top-1 Acc
73
ESC-50 (test)
12.37SISDRi
46
ESC-50 (5-fold cross-validation)
98.1Accuracy
38
ESC
91.8Top-1 Acc
28
ESC
95.5Top-1 Accuracy
21
ESC50
98.43Base Score
18
ESC-50
96.9Accuracy
17
ESC-50 Out-of-domain
1.18LSD
16
ESC-50 (test)
96.35Accuracy
16
ESC-50 (10-fold cross-validation)
96.1Accuracy
13
ESC50 (In-Domain)
43.35AI
12
ESC50 White Noise contamination
32.97AI Score
12
ESC (test)
18.75BLEU-1
10
ESC (test)
0.67Error Rate Metric (EMR)
10
ESC-Actions
91.5Accuracy
10
ESC cross-topic partition
0.505Precision
10
ESC-50 (val)
99Top-1 Acc
10
ESC50 Actions
98.25Top-1 Accuracy
9
ESC-FreeGen50 (test)
64.32Accuracy
7
ESC
94Recall@1
6
ESC-50
76.3Overall Accuracy
6
ESC-50 (test)
4.87MOS
6
ESC-50 (incremental split (5 tasks))
50Accuracy
6
ESC-50 Simulated Distributed Layouts (five-fold cross-validation)
36.8Accuracy (Circular)
6