Disorder Diagnosis on SLPHelmUltraSuite Plus (test)
95.6Macro F1WavLM-large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WavLM-largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 95.6 | 95.6 | |
| Hubert largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 93.6 | 93.5 | |
| wav2vec2-largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 88.9 | 89 | |
| wav2vec2-baseArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 79.7 | 80.4 | |
| Phi-4-multimodal-instructNote=As reported by [11]2026.04 | 53.5 | — | |
| whisper-gpt4oNote=As reported by [11]2026.04 | 39.1 | — | |
| gpt-4o-transcribeNote=As reported by [11]2026.04 | 37.3 | — |