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Blood Glucose Forecasting on OhioT1DM 2020 (test)

10.99RMSE

GlucoNet+KD, {(128, 64)}

Updated 3mo ago

Evaluation Results

Method	Links
GlucoNet+KD, {(128, 64)} 2024.11		10.99	7.38
GlucoNet+KD, {(128, 64)} 2024.11		16.13	10.67
MTL-LSTM 2024.11		16.39	10.86
CNN-RNN 2024.11		17.54	11.22
GlucoNet+KD, {(128, 64)} 2024.11		17.89	11.39
Deep Residual 2024.11		18.22	12.83
Knowledge Distillation 2024.11		19.21	13.08
GlyRAG 2024.11		20.22	12.33
TimesFM 2024.11		21.71	13.05
GLIMMER 2024.11		23.97	15.83
GlySim 2024.11		24.2	16.5
Crossformer 2024.11		24.73	16.3
PatchTST 2024.11		24.89	15.98
iTransformer 2024.11		26.41	16.43
TimeXer 2024.11		26.64	17.11
Gluformer 2024.11		27.14	16.74
Recurrent Self-Attention 2024.11		28.54	-
Sequential-T 2024.11		28.99	16.83
MTL-LSTM 2024.11		30.89	22.07
Transformer 2024.11		31.19	24.55
Deep Residual 2024.11		31.66	23.6
Knowledge Distillation 2024.11		31.77	23.09
MTL-LSTM 2024.11		31.78	22.77
CNN-RNN 2024.11		31.8	23.4
CNN-RNN 2024.11		33.67	23.25