Speech Command Classification on Fluent Speech Commands
97.3AccuracyDasheng 1.2B
Evaluation Results
| Method | Links | |
|---|---|---|
| Dasheng 1.2BParameter Count=1.2B2026.01 | 97.3 | |
| Challenge BaselineDescription=Best among Dasheng-base, data2vec, and Whisper2026.01 | 96.2 | |
| Ensemble (Submission)Ensemble Strategy=Embedding Concatenation2026.01 | 95.6 | |
| BEATs (300M) SpeechParameter Count=300M, Pre-training Mixture=Speech-heavy (70:15:15)2026.01 | 70 | |
| BEATs (300M) BalancedParameter Count=300M, Pre-training Mixture=Balanced (40:30:30)2026.01 | 58.5 | |
| BEATs (90M) iter3Parameter Count=90M, Iteration=32026.01 | 54.5 |