Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
ICU Length-of-Stay Prediction on MIMIC-III
Loading...
65.7
F1 Score
LSTM
39.076
45.988
52.9
59.812
Jan 31, 2025
F1 Score
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
AUC
LSTM
Embedding=CAAT-EHR
2025.01
65.7
70.4
RF
Embedding=N/A
2025.01
65
63
SVM
Embedding=CAAT-EHR
2025.01
64.2
62.5
OvO
Embedding=N/A
2025.01
62.5
63.5
RF
Embedding=CAAT-EHR
2025.01
60.9
59.8
LSTM
Embedding=N/A
2025.01
54.8
60.7
TA-RNN
Embedding=CAAT-EHR
2025.01
52.9
58.6
TA-RNN
Embedding=LSTM-AE
2025.01
47.9
56.3
BEHRT
Embedding=N/A
2025.01
45.3
52
SVM
Embedding=LSTM-AE
2025.01
44.7
50.2
RF
Embedding=LSTM-AE
2025.01
44.6
50.3
TA-RNN
Embedding=N/A
2025.01
44.4
51.9
SVM
Embedding=N/A
2025.01
43.7
50
LSTM
Embedding=LSTM-AE
2025.01
40.1
51.5
Feedback
Search any
task
Search any
task
