Share your thoughts, 1 month free Claude Pro on usSee more

Phenotype Prediction on MIMIC-IV

78.5AUROC

PULSE-ICU

Updated 22d ago

Evaluation Results

Method	Links
PULSE-ICU 2025.11		78.5	50.9
MedFuse 2025.11		77	48.1
MedFuse 2025.11		74.6	45.3
BioMistral-7B 2026.04		73.62	57.83
Phi-3-Mini-4K-Instruct 2026.04		72.7	53.2
Mistral-7B-v0.1 2026.04		72.66	52.03
HighMMT 2026.05		72.4	48.5
FLAME 2026.05		72.3	48.1
FlexMoE 2026.05		72.2	48.4
CTPD 2025.11		71.9	42.4
FLAME 2026.05		71.9	47.1
FLAME 2026.05		71.9	47.1
Meta-Llama-3-8B 2026.04		71.8	51.48
DeepSeek-LLM-7B-Base 2026.04		71.62	48.5
Meditron-7B 2026.04		71.04	50.09
FuseMoE 2026.05		70.6	45.5
LSTM 2026.04		68.8	34.53
IP-Net 2025.11		68.2	38.4
LSTM 2025.11		67.6	37.2
UTDE 2025.11		67.6	37.6
CNN 2025.11		67.5	37
Transformer 2025.11		67.4	37.3
RNN 2025.11		66.9	36.3
mTAND 2025.11		66.9	36.4
DGM-O 2025.11		59.7	29.9
SeFT 2025.11		57.1	26.9
Multi-layer Perceptron 2026.04		56.44	24.51
Multi-layer Perceptron 2026.04		55.41	22.11
LSTM 2026.04		54.69	24.1
Meditron-7B 2026.04		54.3	28.03
Phi-3-Mini-4K-Instruct 2026.04		51.92	26.58
Mistral-7B-v0.1 2026.04		51.59	27.88
Meta-Llama-3-8B 2026.04		50.98	27.09
GRU-D 2025.11		50.5	23.1
BioMistral-7B 2026.04		48.81	24.3
DeepSeek-LLM-7B-Base 2026.04		46.54	20.98