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Papers Benchmarks Datasets Tasks

MW dataset and benchmarks · SOTA2 Research

Research Datasets

MW

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Constrained Multi-objective Optimization

MW

0.001IGD+

111

Constrained MOEA Design

MW (MW4, MW5, MW9, MW10) 10-decision-variable (test)

-0.553Mean NAHV

7

In-Context Reinforcement Learning

MW 70-1 DR9

33NAUC

4

In-Context Reinforcement Learning

MW 40-1 DR9

35NAUC

4

In-Context Reinforcement Learning

MW 20-1 DR9

32NAUC

4

Failure / predicate detection

MW Pick-Place

99.2F1 Score

4

Popular tasks

In-Context Reinforcement Learning Constrained Multi-objective Optimization Failure / predicate detection Constrained MOEA Design

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