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Papers Benchmarks Datasets Tasks

Surrogate Modeling research benchmarks – Page 2 · SOTA2 Research

Surrogate Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CEC MTMOO-Inst2 2019

1R^2 (Obj0)

4

Feb 26, 2026

CEC2019 MTMOO Instance 6

0.051sMAE (Obj0)

4

Feb 26, 2026

CEC MTMOO Instance 5 2019

0sMAE (Obj0)

4

Feb 26, 2026

CEC2019 MTMOO Instance 4

0.063sMAE (Obj0)

4

Feb 26, 2026

CEC MTMOO Instance 3 2019

0sMAE Obj0

4

Feb 26, 2026

CEC MTMOO Instance 2 2019

0sMAE (Obj0)

4

Feb 26, 2026

CEC MTMOO Instance 1 2019

6.93sMAE (Obj0)

4

Feb 26, 2026

Three parameters miscible flooding model (test)

1Relative L1 Error

3

Apr 8, 2026

Two parameters miscible flooding model (test)

0.014Relative L1 Error

3

Apr 8, 2026

CEC2019 MTMOO Instance 6, Objective 2

0.055sMAE

2

Feb 26, 2026

CEC MTMOO Instance 6, Objective 1 2019

0.054sMAE

2

Feb 26, 2026

CEC MTMOO Instance 5, Objective 2 2019

0.064sMAE

2

Feb 26, 2026

CEC MTMOO Instance 5, Objective 1 2019

0sMAE

2

Feb 26, 2026

CEC MTMOO Instance 4 Objective 2 2019

0.064sMAE

2

Feb 26, 2026

CEC MTMOO Instance 4, Objective 1 2019

0.065sMAE

2

Feb 26, 2026

CEC MTMOO Instance 3 Objective 2 2019

0.134sMAE

2

Feb 26, 2026

CEC MTMOO Instance 3 Objective 1 2019

0sMAE

2

Feb 26, 2026

CEC MTMOO Instance 2, Objective 2 2019

0.146sMAE

2

Feb 26, 2026

CEC MTMOO Instance 2, Objective 1 2019

0sMAE

2

Feb 26, 2026

CEC2019 MTMOO Instance 1, Objective 2

0.07sMAE

2

Feb 26, 2026

CEC MTMOO Instance 1, Objective 1 2019

0.069sMAE

2

Feb 26, 2026

Page 2 of 2

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