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Audio Classification On Balanced Audio Set

評価指標

Mean AP

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Mean AP
Paper TitleRepository
EquiAV42.4EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning
BEATs38.9BEATs: Audio Pre-Training with Acoustic Tokenizers
SSAST-PATCH31.0SSAST: Self-Supervised Audio Spectrogram Transformer
EAT40.3EAT: Self-Supervised Pre-Training with Efficient Audio Transformer
Base (ours)37.4ATST: Audio Representation Learning with Teacher-Student Transformer
Conformer27.6Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks-
SSLAM40.9SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes-
SSAST-FRAME29.2SSAST: Self-Supervised Audio Spectrogram Transformer
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