HyperAI超神经

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中文

HyperAI超神经

Audio Classification On Balanced Audio Set

评估指标

Mean AP

评测结果

各个模型在此基准测试上的表现结果

模型名称	Mean AP	Paper Title	Repository
EquiAV	42.4	EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
BEATs	38.9	BEATs: Audio Pre-Training with Acoustic Tokenizers
SSAST-PATCH	31.0	SSAST: Self-Supervised Audio Spectrogram Transformer
EAT	40.3	EAT: Self-Supervised Pre-Training with Efficient Audio Transformer
Base (ours)	37.4	ATST: Audio Representation Learning with Teacher-Student Transformer
Conformer	27.6	Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks	-
SSLAM	40.9	SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes
SSAST-FRAME	29.2	SSAST: Self-Supervised Audio Spectrogram Transformer

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