AD Detection on Canary
78.5AccuracyDelta-KNN
Evaluation results
| Method | Links | |
|---|---|---|
| Delta-KNNMethod Category=Delta-KNN ICL, Backbone=Llama2025.06 | 78.5 | |
| BERTMethod Category=Transfer learning-based PLM, Year=20212025.06 | 71.7 | |
| LRMethod Category=Statistical ML Classifiers, Year=20212025.06 | 69.2 | |
| RFMethod Category=Statistical ML Classifiers, Year=20212025.06 | 68.7 | |
| EPRMethod Category=Learning-based ICL, Year=20222025.06 | 66.9 | |
| Llama-3.1-8BMethod Category=Fine-tuned LLM2025.06 | 63.8 | |
| CEILMethod Category=Learning-based ICL, Year=20232025.06 | 52.3 | |
| SVMMethod Category=Statistical ML Classifiers, Year=20212025.06 | 51.9 |