High cholesterol Classification on UK Biobank (test)
67.5AUCExperts
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ExpertsClassifier=LDA2026.06 | 67.5 | 63.7 | |
| MESHAgentsClassifier=LDA2026.06 | 67.3 | 63.7 | |
| CPAgentsBackbone=GPT-5.1, Classifier=LDA2026.06 | 67.1 | 64.4 | |
| MESHAgentsClassifier=AdaBoost2026.06 | 66.9 | 65.8 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=AdaBoost2026.06 | 66.9 | 64.8 | |
| CPAgentsBackbone=GPT-5.1, Classifier=SVM2026.06 | 66.7 | 67.9 | |
| ExpertsClassifier=AdaBoost2026.06 | 66.7 | 65.5 | |
| CPAgentsBackbone=GPT-5.1, Classifier=AdaBoost2026.06 | 66.7 | 63.8 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=LDA2026.06 | 66.7 | 67.3 | |
| MESHAgentsClassifier=SVM2026.06 | 66.4 | 68.9 | |
| ExpertsClassifier=SVM2026.06 | 66.3 | 68.3 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=SVM2026.06 | 66.3 | 68.7 | |
| ExpertsClassifier=MLP2026.06 | 66.3 | 70.1 | |
| CPAgentsBackbone=GPT-5.1, Classifier=MLP2026.06 | 66.2 | 71.2 | |
| MESHAgentsClassifier=MLP2026.06 | 65.8 | 68.6 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=MLP2026.06 | 65.7 | 75.7 |