Disorder Symptom Classification on SLPHelmUltraSuite Plus (test)
35.4Macro F1WavLM-large
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WavLM-largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 35.4 | 3.4 | 39.1 | |
| wav2vec2-largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 35.1 | 9.6 | 38.7 | |
| wav2vec2-baseArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 33.6 | 4.3 | 36.1 | |
| Hubert largeArchitecture=SRM, Pipeline=Hierarchical classification pipeline2026.04 | 33.3 | 4.7 | 37.7 | |
| whisper-gpt4oNote=As reported by [11]2026.04 | 22.2 | — | — | |
| gpt-4o-transcribeNote=As reported by [11]2026.04 | 20.1 | — | — | |
| Phi-4-multimodal-instructNote=As reported by [11]2026.04 | 11.8 | — | — |