HyperAI超神経

ホームニュース最新論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

サイトについて

日本語

HyperAI超神経

Audio Tagging On Audioset

評価指標

mean average precision

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 average precision	Paper Title	Repository
PSLA	0.474	PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation	-
Audio Spectrogram Transformer	0.485	AST: Audio Spectrogram Transformer	-
DyMN-L (Audio-Only, Single)	0.490	Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models	-
PaSST	0.496	Efficient Training of Audio Transformers with Patchout	-
mn40_as (Single)	0.483	Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation	-
CAV-MAE (Audio-Visual)	0.512	Contrastive Audio-Visual Masked Autoencoder	-
CNN14	0.431	PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition	-
ERANN-1-6	0.450	ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition	-
mn40_as (Ensemble)	0.498	Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation	-
CAV-MAE (Audio-Only)	0.466	Contrastive Audio-Visual Masked Autoencoder	-
ST-SED	0.467	Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data	-

0 of 11 row(s) selected.