Parameter Estimation on Engine Gas Flow Dynamics Clean online normalized scale 0-1 (test) benchmark leaderboard · SOTA2 Research

Parameter Estimation on Engine Gas Flow Dynamics Clean online normalized scale 0-1 (test)

1.0312A_egrmaxfew-shot transfer learning scheme

Evaluation Results

Method
few-shot transfer learning scheme2024.12	1.0312	1.0043	0.9958	1.0084
multi-stage transfer learning scheme2024.12	1.009	1.022	1.004	1.003
multi-stage transfer learning scheme2024.12	1.007	1.019	1.003	0.992
few-shot transfer learning scheme2024.12	1.0057	1.019	0.9688	0.9532
multi-stage transfer learning scheme2024.12	1.004	1.024	1.007	1.005
multi-stage transfer learning scheme2024.12	1.004	1.019	1.003	0.992
few-shot transfer learning scheme2024.12	1.0038	1.0198	0.9922	0.9599
multi-stage transfer learning scheme2024.12	0.971	1.012	1	0.98
multi-stage transfer learning scheme2024.12	0.964	0.992	1.008	1.007
few-shot transfer learning scheme2024.12	0.9551	0.9922	0.9385	0.8205
multi-stage transfer learning scheme2024.12	0.955	0.991	1.012	1.013
multi-stage transfer learning scheme2024.12	0.944	0.999	1.001	0.988
few-shot transfer learning scheme2024.12	0.9385	1.0024	0.9893	0.9646
multi-stage transfer learning scheme2024.12	0.922	1.0185	0.977	0.85
multi-stage transfer learning scheme2024.12	0.9	1.006	0.998	0.984