Length of Stay on eICU benchmark leaderboard · SOTA2 Research

Length of Stay on eICU

9,089.2MSEMeta-Llama-3-8B

Evaluation Results

Method	Links
Meta-Llama-3-8B2026.04		9,089.2	62.98	0.7406	0.7537
Phi-3-Mini-4K-Instruct2026.04		9,101.2	62.64	0.7403	0.7552
DeepSeek-LLM-7B-Base2026.04		9,112.9	62.7	0.7399	0.7528
Mistral-7B-v0.12026.04		9,145	65.08	0.7388	0.7543
Meditron-7B2026.04		9,229.9	66.66	0.737	0.7513
DeepSeek-LLM-7B-Base2026.04		9,232.2	63.8	0.7357	0.7531
Mistral-7B-v0.12026.04		9,256.3	66.01	0.7352	0.7488
Phi-3-Mini-4K-Instruct2026.04		9,322.3	64.74	0.7327	0.7516
BioMistral-7B2026.04		9,333.5	65.04	0.7333	0.7582
Meta-Llama-3-8B2026.04		9,377.1	66.7	0.7312	0.7497
BioMistral-7B2026.04		9,420	64.83	0.7299	0.7498
Meditron-7B2026.04		9,426.8	66.72	0.729	0.7493
Multi-layer Perceptron2026.04		13,331.2	81.88	0.581	0.6016
Multi-layer Perceptron2026.04		13,356.1	81.97	0.5802	0.6002
LSTM2026.04		14,233	83.64	0.547	0.6105
LSTM2026.04		14,799.3	84.68	0.5309	0.6009