Postoperative Mortality Prediction on INSPIRE External Validation (test) benchmark leaderboard · SOTA2 Research

Postoperative Mortality Prediction on INSPIRE External Validation (test)

89.89AccuracyFAIR-MTL

Evaluation Results

Method	Links
FAIR-MTL2025.11		89.89	89.01	79.85	79.09	79.33	88.96	88.98	91.07	89.05	90.59	89.59	91.3	89.46	89.67	89.38	87.76	86.74
SVM2025.11		88.33	86.35	86.36	67.21	71.81	90.44	83.36	85.7	87.73	96.3	87.57	93.24	80.21	87.77	84.84	76.88	82.28
XGBoost2025.11		87.9	86.04	78.43	67.18	70.58	90.08	84.06	85.18	87.06	95.96	84.62	92.15	86.15	86.9	83.38	78.7	78.66
Random Forest2025.11		87.17	86.04	80.15	71.58	74.71	90.08	84.06	83.53	87.06	95.96	84.62	92.27	86.15	86.61	83.38	74.85	78.66
Neural Network2025.11		86.87	86.89	84.64	77.21	80.21	87.62	84.45	81.81	88.15	96.3	87.34	92.27	85.6	86.33	84.67	70.79	81.15