HyperAI超神经

首页资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Remaining Length Of Stay On Hirid

评估指标

MAE

评测结果

各个模型在此基准测试上的表现结果

模型名称	MAE	Paper Title	Repository
LGBM ( + hand crafted features)	57.0±0.3	HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
LGBM	56.9±0.4	HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
Transformer	59.5±2.8	HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
TCN	59.8±2.8	HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
LSTM	60.7±1.6	HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
GRU	60.6±0.9	HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data

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