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Papers Benchmarks Datasets Tasks

K2D9 dataset and benchmarks · SOTA2 Research

Research Datasets

K2D9

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Offline Reinforcement Learning

K2D9 1000-5-mid

95NAUC

4

Offline Reinforcement Learning

K2D9-1000-1 mid

93NAUC

4

Offline Reinforcement Learning

K2D9-500-5 mid

92NAUC

4

Offline Reinforcement Learning

K2D9 mid 500-1

89NAUC

4

Offline Reinforcement Learning

K2D9 250-5 mid

82NAUC

4

Offline Reinforcement Learning

K2D9 250-1-mid

78NAUC

4

Reinforcement Learning target performance estimation

K2D9 1000-5-late

0.86NAUC

4

Reinforcement Learning target performance estimation

K2D9 late 1000-1

80NAUC

4

Reinforcement Learning target performance estimation

K2D9 500-5-late

83NAUC

4

Reinforcement Learning target performance estimation

K2D9-500-1-late

75NAUC

4

Reinforcement Learning target performance estimation

K2D9 250-5-late

74NAUC

4

Reinforcement Learning target performance estimation

K2D9 250-1-late

39NAUC

4

Offline In-Context Reinforcement Learning

K2D9-1000-5 (complete)

96NAUC

4

Offline In-Context Reinforcement Learning

K2D9-500-5 (complete)

94NAUC

4

Offline In-Context Reinforcement Learning

K2D9-1000-5-early (test)

85NAUC

4

Offline In-Context Reinforcement Learning

K2D9-1000-1-early (test)

0.67NAUC

4

Offline In-Context Reinforcement Learning

K2D9-500-5-early (test)

0.74NAUC

4

Offline In-Context Reinforcement Learning

K2D9-250-5-early (test)

58NAUC

4

Offline In-Context Reinforcement Learning

K2D9-250-1-early (test)

38NAUC

4

Popular tasks

Offline In-Context Reinforcement Learning Offline Reinforcement Learning Reinforcement Learning target performance estimation

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