Explainable MPC on Tennessee Eastman Process (TEP) benchmark leaderboard · SOTA2 Research

Explainable MPC on Tennessee Eastman Process (TEP)

0.415AC ScoreHCA

Evaluation Results

Method	Links
HCA2026.05		0.415	0.135	0.069
HCA2026.05		0.406	0.092	0.08
Physics only2026.05		0.4	0.043	0.044
HCA2026.05		0.393	0.228	0.071
HCA2026.05		0.391	0.118	0.065
KG only2026.05		0.391	0.045	0.043
KKT only2026.05		0.389	0.173	0.053
MPC-XAI2026.05		0.378	0.997	0.087
PCMCI only2026.05		0.366	0.137	0.037
LIME2026.05		0.356	0.035	0.054
RETAIN2026.05		0.35	0.046	0.047
LSTM+Attn2026.05		0.345	0	0.042
IOC2026.05		0.335	0.902	0.089
SHAP2026.05		0.308	0.02	0.048