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ResearchFormerly WizWand

Sound Event Detection on DCASE challenge task 4 2023 (val)

0.587PSDS1MAT-SED
0.070120.204310.33850.47269Aug 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MAT-SEDEncoder Network=Transformer, Context Network=Transformer, Post-processing=median filter, External data usage=false2024.080.5870.792
ATST-SEDEncoder Network=Transformer + CNN, Context Network=RNN, External data usage=false2024.080.5830.81
PaSST-SEDEncoder Network=Transformer, Context Network=RNN, External data usage=false2024.080.5550.791
MFDConv-BEATS+Encoder Network=Transformer + CNN, Context Network=RNN, External data usage=true2024.080.5520.794
CRNN-BEATSEncoder Network=Transformer + CNN, Context Network=RNN, External data usage=false2024.080.50.762
MAT-SEDEncoder Network=Transformer, Context Network=Transformer, Post-processing=maximum filter, External data usage=false2024.080.090.896