Bioreactor Target Variable Forecasting on 38-run Bioreactor dataset Day 3 forecast benchmark leaderboard · SOTA2 Research

Bioreactor Target Variable Forecasting on 38-run Bioreactor dataset Day 3 forecast

0.228Ammonia NMAEMP-JIT-FT GB-Latent ODE (1)

Evaluation Results

Method
MP-JIT-FT GB-Latent ODE (1)2026.06	0.228	0.508	0.413	0.39	0.327	0.4	0.414	0.533	0.291	3.22
MP-JIT-FT GB-Latent ODE + Controlled Variable2026.06	0.272	0.6	0.48	0.445	0.292	0.469	0.582	0.498	0.337	4.22
MP-JIT-FT Latent ODE2026.06	0.273	0.623	0.325	0.406	0.439	0.371	0.548	0.517	0.436	4.56
Global Latent ODE2026.06	0.3	0.585	0.448	0.321	0.408	0.399	0.633	0.443	0.468	4.44
MP-JIT-FT GB-Latent ODE + Raman2026.06	0.312	0.294	0.214	0.145	0.38	0.252	0.355	0.306	0.322	1.78
MP-JIT-FT GB-Latent ODE + Controlled Variable + Raman2026.06	0.318	0.437	0.274	0.153	0.43	0.32	0.598	0.466	0.367	3.56
CART2026.06	0.835	3.584	0.523	0.276	1.91	1.208	3.42	1.947	1.041	7.22
LKF2026.06	1.506	3.347	1.71	1.805	1.618	0.658	1.208	1.089	0.354	7