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Offline In-Context Reinforcement Learning research benchmarks – Page 2 · SOTA2 Research

Offline In-Context Reinforcement Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

K2D13 1000-5-early (test)

51NAUC

4

May 27, 2026

K2D13-1000-1-early (test)

55NAUC

4

May 27, 2026

K2D13-500-5-early (test)

56NAUC

4

May 27, 2026

K2D13-500-1-early (test)

37NAUC

4

May 27, 2026

K2D13-250-5 early (test)

52NAUC

4

May 27, 2026

K2D13-250-1-early (test)

12NAUC

4

May 27, 2026

K2D9-1000-5-early (test)

85NAUC

4

May 27, 2026

K2D9-1000-1-early (test)

0.67NAUC

4

May 27, 2026

K2D9-500-5-early (test)

0.74NAUC

4

May 27, 2026

K2D9-500-1-early (test)

61NAUC

4

May 27, 2026

K2D9-250-5-early (test)

58NAUC

4

May 27, 2026

K2D9-250-1-early (test)

38NAUC

4

May 27, 2026

DR19-300-5-early (test)

56NAUC

4

May 27, 2026

DR19-300-1-early (test)

18NAUC

4

May 27, 2026

DR19-150-5-early (test)

38NAUC

4

May 27, 2026

DR19-150-1 early (test)

14NAUC

4

May 27, 2026

DR 75-5-early 19 (test)

0.21NAUC

4

May 27, 2026

DR19-75-1 early (test)

12NAUC

4

May 27, 2026

DR9 70-5-early (test)

50NAUC

4

May 27, 2026

DR9-70-1-early (test)

24NAUC

4

May 27, 2026

DR9-40-5 early (test)

40NAUC

4

May 27, 2026

DR9-40-1-early (test)

21NAUC

4

May 27, 2026

DR9-20-5-early (test)

23NAUC

4

May 27, 2026

DR9-20-1-early (test)

18NAUC Score

4

May 27, 2026

Page 2 of 2

Popular datasets

DR K2D9 K2D13 DR9 DR9-40-5

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