Musical Instrument Classification on OpenMIC (test)
85.8mAPTeacher_Lr
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Teacher_LrPre-trained Embedding=PaSST2023.06 | 85.8 | 83.7 | |
| EASTKDPre-trained Embedding=PANNs2023.06 | 85.7 | 83.1 | |
| DyMN-LWidth Multiplier (alpha)=2.02023.10 | 85.5 | — | |
| Teacher_LrPre-trained Embedding=PANNs2023.06 | 85.3 | 83.4 | |
| EASTKDPre-trained Embedding=PaSST2023.06 | 85.2 | 83.4 | |
| KD (w/ mask)Pre-trained Embedding=PaSST, Masking=true2023.06 | 85.1 | 83.4 | |
| EASTFinalPre-trained Embedding=PANNs2023.06 | 84.9 | 82.8 | |
| KD (w/ mask)Pre-trained Embedding=PANNs, Masking=true2023.06 | 84.8 | 82.3 | |
| MNWidth Multiplier (alpha)=3.02023.10 | 84.8 | — | |
| EASTFinalPre-trained Embedding=PaSST2023.06 | 84.7 | 83 | |
| MNWidth Multiplier (alpha)=2.02023.10 | 84.7 | — | |
| EASTAllPre-trained Embedding=PaSST2023.06 | 84.5 | 82.7 | |
| EASTAllPre-trained Embedding=PANNs2023.06 | 84.5 | 82.7 | |
| DyMN-MWidth Multiplier (alpha)=1.02023.10 | 84.4 | — | |
| PaSST2023.10 | 84.3 | — | |
| PaSST-S2023.10 | 84.3 | — | |
| EASTFinalPre-trained Embedding=VGGish2023.06 | 84.2 | 82.8 | |
| EASTCos-DiffPre-trained Embedding=VGGish2023.06 | 83.8 | 82.4 | |
| EASTCos-DiffPre-trained Embedding=OpenL32023.06 | 83.8 | 82 | |
| MNWidth Multiplier (alpha)=1.02023.10 | 83.8 | — | |
| EASTCos-DiffPre-trained Embedding=PaSST2023.06 | 83.7 | 82.2 | |
| EASTAllPre-trained Embedding=VGGish2023.06 | 83.6 | 82.3 | |
| EASTKDPre-trained Embedding=VGGish2023.06 | 83.6 | 82.5 | |
| EASTKDPre-trained Embedding=OpenL32023.06 | 83.6 | 82.1 | |
| EASTCos-DiffPre-trained Embedding=PANNs2023.06 | 83.6 | 81.4 | |
| DyMN-SWidth Multiplier (alpha)=0.42023.10 | 83.6 | — | |
| EASTFinalPre-trained Embedding=OpenL32023.06 | 83.5 | 82.2 | |
| EASTAllPre-trained Embedding=OpenL32023.06 | 83.5 | 82.2 | |
| SS CP ResNet*Pre-trained Embedding=None, shake-shake regularization=true2023.06 | 83.1 | 82.2 | |
| Receptive-field-regularized CNNs2023.10 | 83.1 | — | |
| KD (w/ mask)Pre-trained Embedding=VGGish, Masking=true2023.06 | 82.9 | 82 | |
| KD (w/ mask)Pre-trained Embedding=OpenL3, Masking=true2023.06 | 82.3 | 81.3 | |
| MNWidth Multiplier (alpha)=0.42023.10 | 82 | — | |
| CP ResNet*Pre-trained Embedding=None2023.06 | 81.9 | 80.9 | |
| Teacher_LrPre-trained Embedding=VGGish2023.06 | 80.3 | 79.9 | |
| Teacher_LrPre-trained Embedding=OpenL32023.06 | 80.3 | 79.8 | |
| OpenMic Baseline2023.10 | 79.5 | — |