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System Identification on Heat Exchanger

54.86RMSE

C-INN

Updated 21d ago

Evaluation Results

Method	Links
C-INN 2026.05		54.86	89.51	23.69	0.52
C-INN 2026.05		54.86	96.18	30.47	0.37
J-INN 2026.05		56.21	96.72	28.23	0.34
MC Dropout 2026.05		56.37	93.06	24.04	0.27
MC Dropout 2026.05		56.37	96.65	28.64	0.35
J-INN 2026.05		56.38	90.59	21.31	0.31
Deep Ensemble 2026.05		58.4	91.04	22.1	0.28
Deep Ensemble 2026.05		58.4	95.76	26.33	0.32
Deep Ensemble 2026.05		58.57	92.66	24.94	0.31
Deep Ensemble 2026.05		58.57	96.4	29.71	0.34
C-INN 2026.05		59.06	85.39	19.95	0.95
C-INN 2026.05		59.06	92.4	24.82	0.76
MC Dropout 2026.05		62.52	90.72	23.37	0.33
MC Dropout 2026.05		62.52	95.41	27.85	0.37
Bayesian NN 2026.05		62.69	88.27	23.05	0.79
Bayesian NN 2026.05		62.69	93.41	27.46	0.69
J-INN 2026.05		64.58	89.2	22.63	0.52
J-INN 2026.05		65.41	93.93	27.62	0.6
Bayesian NN 2026.05		70.14	93.14	29.65	0.3
Bayesian NN 2026.05		70.14	96.84	35.33	0.35