Stroke Classification on UK Biobank (test)
65.2AUCCPAgents
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CPAgentsBackbone=DeepSeek V3.2, Classifier=SVM2026.06 | 65.2 | 63.2 | |
| CPAgentsBackbone=GPT-5.1, Classifier=SVM2026.06 | 64.1 | 60.9 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=AdaBoost2026.06 | 63.9 | 56.9 | |
| ExpertsClassifier=SVM2026.06 | 63.5 | 61.5 | |
| CPAgentsBackbone=GPT-5.1, Classifier=AdaBoost2026.06 | 62.8 | 58.8 | |
| MESHAgentsClassifier=SVM2026.06 | 62.3 | 54.9 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=LDA2026.06 | 62.1 | 59.8 | |
| CPAgentsBackbone=GPT-5.1, Classifier=MLP2026.06 | 61.9 | 56.3 | |
| ExpertsClassifier=LDA2026.06 | 61.9 | 59.3 | |
| ExpertsClassifier=AdaBoost2026.06 | 61.5 | 56.1 | |
| MESHAgentsClassifier=LDA2026.06 | 61.2 | 58.9 | |
| MESHAgentsClassifier=AdaBoost2026.06 | 61.1 | 56.5 | |
| CPAgentsBackbone=GPT-5.1, Classifier=LDA2026.06 | 60.4 | 59.5 | |
| ExpertsClassifier=MLP2026.06 | 59.5 | 62.1 | |
| CPAgentsBackbone=DeepSeek V3.2, Classifier=MLP2026.06 | 59.1 | 63.7 | |
| MESHAgentsClassifier=MLP2026.06 | 57.6 | 57.7 |