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Readmission prediction research benchmarks · SOTA2 Research

Readmission prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.798AUC-ROC

90

Jun 24, 2026

MIMIC-III (target)

74.42AUPRC

59

Jun 5, 2026

0.788AUC-ROC

15

May 12, 2026

MIMIC-III (test)

Query-Based Model Collaboration

75.7Accuracy

13

Jun 30, 2026

INSPECT cohort PE 365-day 1.0

SMB-Structure Curriculum

68AUC-ROC

12

Feb 26, 2026

INSPECT cohort (PE) 1.0 (180 day)

SMB-Structure Curriculum

0.681AUC-ROC

12

Feb 26, 2026

INSPECT cohort PE 1.0 (30-day)

SMB-Structure Curriculum

69.1AUC-ROC

12

Feb 26, 2026

eICU spatial domain shift, Midwest as target (test)

22.74AUPRC

10

Feb 26, 2026

MIMIC 30% IV (test)

70.6AUROC

9

Apr 21, 2026

de-identified EHR corpus (test)

37.1AUPRC

5

May 12, 2026

Large-scale EHR corpus

77.6AUROC

4

May 19, 2026

AgentDS Healthcare Public Leaderboard (Challenge 1) v1 (test)

Leaderboard 1st Place Participant

90.44Macro-F1

2

Feb 26, 2026

Popular datasets

MIMIC eICU INSPECT cohort INSPECT AgentDS

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