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Wizwand - (Updated Feb 2026) Audio Classification SOTA Benchmarks, Models, and Papers with Code
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Audio Classification
Benchmarks
(Accuracy)
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Dataset
Best Model
Paper
Code
ESC-50
EquiAV
2024
Speech Commands
EquiAV
2024
VGG-Sound
MAViL (IN-SSL, AS-SSL)
2022
FSD50K
ONE-PEACE
2023
CREMA-D
SepTr
2022
FSDKaggle2018
M2D-CLAP Stage 1 (LLM Text Encoder)
2025
NSynth
Audio Flamingo
2024
SHD
TA-SNN
2021
UrbanSound8K
Audio Flamingo
2024
ESC50
LHGNN
2025
Show all 18 benchmarks
Papers
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