UrbanSound
Benchmarks
TaskDatasetSOTA resultTrendResults
Urbansound8K
97.5Accuracy
126
UrbanSound 8k
87.2Accuracy
29
UrbanSound8K (test)
88.8Accuracy
28
UrbanSound8K (official 10 fold split)
97.96Accuracy (%)
23
UrbanSound 8k
89.3Normalized Score
20
UrbanSound8k
60.94Accuracy
16
UrbanSound8K In-Domain
40.85AI
12
UrbanSound (Urban-S)
71.6Top-1 Accuracy
8
UrbanSound8K
95.98HR (%)
6
UrbanSound8K (train test)
89.24mAP
6
UrbanSound8K STFT-Masking, LJ-Speech contamination (test)
38.74Attribution Importance (AI)
6
UrbanSound8K Mel-Masking LJ-Speech contamination (test)
36.24AI
6
UrbanSound8K STFT-Masking White Noise contamination (test)
46.51Attribution Importance Score
6
UrbanSound8K 100 labels
0.35Top-1 Error Rate
6
UrbanSound8k fold 10 (test)
12.2Mean SDR
6
UrbanSound8K (cross-validation)
82Accuracy
5
UrbanSound
0.01Inference Time (s)
5
UrbanSound8K (test)
0.914AUC-ROC
5
UrbanSound-8k
0.53Standardized Score
3
UrbanSound8K (val)
—Primary metric
0