AD Detection on ADReSS (test)
83.6AccuracyDelta-KNN
Evaluation results
| Method | Links | |
|---|---|---|
| Delta-KNNMethod Category=Delta-KNN ICL, Backbone=Llama2025.06 | 83.6 | |
| EPRMethod Category=Learning-based ICL, Year=20222025.06 | 83.3 | |
| CEILMethod Category=Learning-based ICL, Year=20232025.06 | 82.1 | |
| GPT-3+SVMMethod Category=Transfer learning-based PLM, Year=20222025.06 | 80.3 | |
| SVMMethod Category=Statistical ML Classifiers, Year=20212025.06 | 79.9 | |
| BERTMethod Category=Transfer learning-based PLM, Year=20212025.06 | 79.3 | |
| NNMethod Category=Statistical ML Classifiers, Year=20212025.06 | 77.1 | |
| Llama-3.1-8BMethod Category=Fine-tuned LLM2025.06 | 77.1 | |
| RFMethod Category=Statistical ML Classifiers, Year=20212025.06 | 75.7 |