AD Detection on ADReSS (train)
81.2AccuracyBERT
Evaluation results
| Method | Links | |
|---|---|---|
| BERTMethod Category=Transfer learning-based PLM, Year=20212025.06 | 81.2 | |
| GPT-3+SVMMethod Category=Transfer learning-based PLM, Year=20222025.06 | 80.9 | |
| SVMMethod Category=Statistical ML Classifiers, Year=20212025.06 | 80.7 | |
| Delta-KNNMethod Category=Delta-KNN ICL, Backbone=Llama2025.06 | 80 | |
| EPRMethod Category=Learning-based ICL, Year=20222025.06 | 79.5 | |
| CEILMethod Category=Learning-based ICL, Year=20232025.06 | 78 | |
| NNMethod Category=Statistical ML Classifiers, Year=20212025.06 | 76.2 | |
| RFMethod Category=Statistical ML Classifiers, Year=20212025.06 | 73.8 | |
| Llama-3.1-8BMethod Category=Fine-tuned LLM2025.06 | 70.8 |