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Benchmarks
Circulatory Failure Prediction on HiRID (test)
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40.6
AUPRC
Temporal label smoothing
35.816
37.058
38.3
39.542
Aug 29, 2022
AUPRC
Timestep Recall
Event Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
AUPRC
Timestep Recall
Event Recall
Temporal label smoothing
Training objective=Tem...
2022.08
40.6
32.3
92.5
Multi-horizon
Training objective=Mul...
2022.08
39.6
30.3
85.2
Landmarking
Training objective=Lan...
2022.08
39.6
30.1
89.1
Label smoothing
Training objective=Lab...
2022.08
39.3
29.9
83.8
Cross-entropy
Training objective=Cro...
2022.08
39.1
29.3
82.8
Weighted CE
Training objective=Wei...
2022.08
39.1
29.3
82.8
Focal loss
Training objective=Foc...
2022.08
39.1
29.3
82.8
TCSR
Training objective=TCSR
2022.08
36
26.5
89
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