High-quality Data Detection on Noise-Huatuo-Complex-CoT
84.4Detection AccuracyFor-Value
Evaluation Results
| Method | Links | |
|---|---|---|
| For-ValueBackbone=Llama-3.1-8B2025.08 | 84.4 | |
| Hessian-freeBackbone=Llama-3.1-8B2025.08 | 48.2 | |
| DataInfBackbone=Llama-3.1-8B2025.08 | 33.2 | |
| HyperINFBackbone=Llama-3.1-8B2025.08 | 15.1 |