Diabetes Classification on UK Biobank (test)
0.794AUCCPAgents
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CPAgentsBackbone=DeepSeek V3.2, Classifier=LDA2026.06 | 0.794 | 0.72 | |
| ExpertsClassifier=LDA2026.06 | 0.792 | 0.716 | |
| CPAgentsBackbone=GPT-5.1, Classifier=LDA2026.06 | 0.792 | 0.726 | |
| CPAgentsBackbone=GPT-5.1, Classifier=MLP2026.06 | 0.791 | 0.716 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=AdaBoost2026.06 | 0.789 | 0.724 | |
| MESHAgentsClassifier=LDA2026.06 | 0.787 | 0.705 | |
| CPAgentsBackbone=GPT-5.1, Classifier=SVM2026.06 | 0.785 | 0.736 | |
| CPAgentsBackbone=GPT-5.1, Classifier=AdaBoost2026.06 | 0.785 | 0.713 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=SVM2026.06 | 0.784 | 0.725 | |
| ExpertsClassifier=MLP2026.06 | 0.784 | 0.705 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=MLP2026.06 | 0.784 | 0.705 | |
| ExpertsClassifier=SVM2026.06 | 0.781 | 0.715 | |
| ExpertsClassifier=AdaBoost2026.06 | 0.772 | 0.687 | |
| MESHAgentsClassifier=MLP2026.06 | 0.772 | 0.696 | |
| MESHAgentsClassifier=SVM2026.06 | 0.771 | 0.717 | |
| MESHAgentsClassifier=AdaBoost2026.06 | 0.77 | 0.694 |