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Benchmarks
Event-time distribution prediction on AKI
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30.933
Joint Localized ES
Censored engression
30.3324
34.38645
38.4405
42.49455
Jun 4, 2026
Joint Localized ES
Creatinine Localized ES
Urine Localized ES
Updated 1mo ago
Evaluation Results
Method
Method
Links
Joint Localized ES
Creatinine Localized ES
Urine Localized ES
Censored engression
2026.06
30.933
15.439
23.769
Joint discrete-grid likelihood
2026.06
31.675
16.21
24.057
Conditional MLP Clayton copula + Weibull
2026.06
34.006
18.863
24.606
Conditional MLP independent Weibull
2026.06
35.728
19.534
26.061
Naive observed engression
2026.06
43.442
23.591
32.981
Clayton copula + Weibull
2026.06
45.749
25.915
34.154
Independent Weibull
2026.06
45.948
25.915
34.154
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