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Papers Benchmarks Datasets Tasks

K2D13 dataset and benchmarks · SOTA2 Research

Research Datasets

K2D13

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Offline Reinforcement Learning

K2D13 1000-5-mid

0.91NAUC

4

Offline Reinforcement Learning

K2D13-1000-1-mid

0.82NAUC

4

Offline Reinforcement Learning

K2D13-500-1-mid

78NAUC

4

Offline Reinforcement Learning

K2D13 500-5 mid

82NAUC

4

Offline Reinforcement Learning

K2D13-250-5-mid

0.75NAUC

4

Reinforcement Learning target performance estimation

K2D13-1000-5 late

86NAUC

4

Reinforcement Learning target performance estimation

K2D13 1000-1-late

78NAUC

4

Reinforcement Learning target performance estimation

K2D13-500-5-late

81NAUC

4

Reinforcement Learning target performance estimation

K2D13 500-1-late

57NAUC

4

Reinforcement Learning target performance estimation

K2D13-250-5-late

68NAUC

4

Reinforcement Learning target performance estimation

K2D13-250-1 late

25NAUC

4

Offline In-Context Reinforcement Learning

K2D13-1000-5 (complete)

93NAUC

4

Offline In-Context Reinforcement Learning

K2D13-1000-1 (complete)

87NAUC

4

Offline In-Context Reinforcement Learning

K2D13 1000-5-early (test)

51NAUC

4

Offline In-Context Reinforcement Learning

K2D13-1000-1-early (test)

55NAUC

4

Offline In-Context Reinforcement Learning

K2D13-500-5-early (test)

56NAUC

4

Offline In-Context Reinforcement Learning

K2D13-500-1-early (test)

37NAUC

4

Offline In-Context Reinforcement Learning

K2D13-250-1-early (test)

12NAUC

4

Popular tasks

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

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