Phenotype Prediction on MIMIC-IV benchmark leaderboard · SOTA2 Research

Phenotype Prediction on MIMIC-IV

78.5AUROCPULSE-ICU

Evaluation Results

Method	Links
PULSE-ICU2025.11		78.5	50.9
MedFuse2025.11		77	48.1
MedFuse2025.11		74.6	45.3
BioMistral-7B2026.04		73.62	57.83
Phi-3-Mini-4K-Instruct2026.04		72.7	53.2
Mistral-7B-v0.12026.04		72.66	52.03
HighMMT2026.05		72.4	48.5
FLAME2026.05		72.3	48.1
FlexMoE2026.05		72.2	48.4
CTPD2025.11		71.9	42.4
FLAME2026.05		71.9	47.1
FLAME2026.05		71.9	47.1
Meta-Llama-3-8B2026.04		71.8	51.48
DeepSeek-LLM-7B-Base2026.04		71.62	48.5
Meditron-7B2026.04		71.04	50.09
FuseMoE2026.05		70.6	45.5
LSTM2026.04		68.8	34.53
IP-Net2025.11		68.2	38.4
LSTM2025.11		67.6	37.2
UTDE2025.11		67.6	37.6
CNN2025.11		67.5	37
Transformer2025.11		67.4	37.3
RNN2025.11		66.9	36.3
mTAND2025.11		66.9	36.4
DGM-O2025.11		59.7	29.9
SeFT2025.11		57.1	26.9
Multi-layer Perceptron2026.04		56.44	24.51
Multi-layer Perceptron2026.04		55.41	22.11
LSTM2026.04		54.69	24.1
Meditron-7B2026.04		54.3	28.03
Phi-3-Mini-4K-Instruct2026.04		51.92	26.58
Mistral-7B-v0.12026.04		51.59	27.88
Meta-Llama-3-8B2026.04		50.98	27.09
GRU-D2025.11		50.5	23.1
BioMistral-7B2026.04		48.81	24.3
DeepSeek-LLM-7B-Base2026.04		46.54	20.98