IBS Estimation research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

SEER stom.

IPCW (CoxPH)

0.095Mean Absolute Error (MAE)

Jun 30, 2026

SEER liver

Dep (CG)UW

0.092Mean Absolute Estimation Error (MAE)

Jun 30, 2026

SEER brain

IPCW (CoxPH)

0.055Mean Absolute Error

Jun 30, 2026

MIMIC IV

IPCW (KM)

0.016Mean Absolute Estimation Error

Jun 30, 2026

Employee

IPCW (CoxPH)

10Mean Absolute Estimation Error

Jun 30, 2026

SUPPORT

Dep (CG)UW

0.093Mean Absolute Error

Jun 30, 2026

FLCHAIN

Dep (CG)UW

0.032Mean Absolute Error (IBS)

Jun 30, 2026

NACD

Dep (CG)UW

0.082Mean Absolute Error

Jun 30, 2026

GBSG

IPCW (KM)

0.124Mean Absolute Estimation Error

Jun 30, 2026

Churn

IPCW (CoxPH)

0.111Mean Absolute Error (MAE)

Jun 30, 2026

METABRIC

Dep (KM)

0.047Mean Absolute Estimation Error

Jun 30, 2026

WHAS

Dep (KM)

0.054Mean Absolute Error (MAE)

Jun 30, 2026