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Benchmarks
Sound Event Classification on ESC-50 Simulated Distributed Layouts (five-fold cross-validation)
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36.8
Accuracy (Circular)
Oracle (beamform)
16.624
21.862
27.1
32.338
Jan 20, 2026
Accuracy (Circular)
Accuracy (Linear)
Accuracy (Right-angle)
Average Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Circular)
Accuracy (Linear)
Accuracy (Right-angle)
Average Accuracy
Oracle (beamform)
Backbone=AST, Processi...
2026.01
36.8
38.6
36.9
37.4
Oracle (MaxSNR)
Backbone=AST, Processi...
2026.01
33.4
36.9
33.9
34.7
Proposed
Backbone=AST, Inpainti...
2026.01
22.3
25.8
22.8
23.6
Ch swap
Backbone=AST, Augmenta...
2026.01
22.1
19
10.9
17.3
Ch selector
Backbone=AST, Mechanis...
2026.01
20
19.9
14.4
18.1
Baseline
Backbone=AST, Evaluati...
2026.01
17.4
16.7
9.7
14.6
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