Intent Classification on Fluent Speech Commands (FSC)
99.5Normalized ScoreWQ-Fusion
Evaluation results
| Method | Links | |
|---|---|---|
| WQ-FusionEncoder Type=Fusion2026.06 | 99.5 | |
| Qwen2-Audio-7BEncoder Type=Single2026.06 | 99.4 | |
| Concat.Encoder Type=Fusion2026.06 | 99.4 | |
| Adapt. and Trans.Encoder Type=Fusion2026.06 | 99.3 | |
| Gated Trans.Encoder Type=Fusion2026.06 | 98.9 | |
| Dasheng-BaseEncoder Type=Single2026.06 | 98.4 | |
| Whisper-U-3Evaluation Protocol=MLP2026.02 | 98 | |
| WhisperEvaluation Protocol=MLP2026.02 | 97.8 | |
| WavLMEvaluation Protocol=MLP2026.02 | 97.5 | |
| Whisper-UEvaluation Protocol=MLP2026.02 | 97.2 | |
| HuBERTEvaluation Protocol=MLP2026.02 | 96.5 | |
| Whisper-LargeEncoder Type=Single2026.06 | 94.1 | |
| UniWhisperEvaluation Protocol=MLP2026.02 | 82.7 | |
| AudioMAEEncoder Type=Single2026.06 | 78.2 | |
| Whisper-U-3Evaluation Protocol=kNN2026.02 | 53.1 | |
| BEATsEvaluation Protocol=MLP2026.02 | 47.3 | |
| wav2vec 2.0Evaluation Protocol=MLP2026.02 | 47.2 | |
| WhisperEvaluation Protocol=kNN2026.02 | 23.4 | |
| CLAP-UEvaluation Protocol=MLP2026.02 | 17.7 | |
| UniWhisperEvaluation Protocol=kNN2026.02 | 14.6 | |
| BEATsEvaluation Protocol=kNN2026.02 | 5.5 | |
| CLAP-UEvaluation Protocol=kNN2026.02 | 5.4 | |
| WavLMEvaluation Protocol=kNN2026.02 | 4.3 | |
| HuBERTEvaluation Protocol=kNN2026.02 | 3.6 | |
| CLAPEvaluation Protocol=MLP2026.02 | 3.6 | |
| wav2vec 2.0Evaluation Protocol=kNN2026.02 | 1.6 | |
| CLAPEvaluation Protocol=kNN2026.02 | 1.6 | |
| Whisper-UEvaluation Protocol=kNN2026.02 | 1 |