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Papers Benchmarks Datasets Tasks

Generalized Planning research benchmarks · SOTA2 Research

Generalized Planning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Logistics (Extrapolation)

26Coverage

17

Mar 10, 2026

Logistics (Interpolation)

100Coverage

17

Mar 10, 2026

Logistics (val)

100Coverage

17

Mar 10, 2026

VisitAll (Extrapolation)

87Coverage

17

Mar 10, 2026

VisitAll (Interpolation)

100Coverage

17

Mar 10, 2026

100Coverage

17

Mar 10, 2026

Gripper (Extrapolation)

79Coverage

17

Mar 10, 2026

Gripper (Interpolation)

100Coverage

17

Mar 10, 2026

100Coverage

17

Mar 10, 2026

Blocks (Extrapolation)

60Coverage

17

Mar 10, 2026

Blocks (Interpolation)

100Coverage

17

Mar 10, 2026

100Coverage

17

Mar 10, 2026

17 PDDL Domains

Symbolic ff 30m

98Average Coverage

15

Mar 23, 2026

Explicitly regularized Q-value policy (Ω^Exp.)

961Scale

12

Mar 19, 2026

Explicitly regularized Q-value policy (Ω^Exp.)

100Scale

12

Mar 19, 2026

State-value policy (V)

100Scale

12

Mar 19, 2026

Explicitly regularized Q-value policy (Ω^Exp.)

100Scale

12

Mar 19, 2026

Explicitly regularized Q-value policy (Ω^Exp.)

100Scale

12

Mar 19, 2026

Explicitly regularized Q-value policy (Ω^Exp.)

100Scale

12

Mar 19, 2026

Heuristically regularized Q-value policy (Ω^Heu.)

62Scale

12

Mar 19, 2026

State-value policy (V)

100Scale

12

Mar 19, 2026

Explicitly regularized Q-value policy (Ω^Exp.)

100Scale

12

Mar 19, 2026

Heuristically regularized Q-value policy (Ω^Heu.)

55Scale

12

Mar 19, 2026

IPC Transport 2023 (test)

96Coverage

12

May 26, 2026

IPC Satellite 2023 (test)

100Coverage

12

May 26, 2026

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IPC PDDL gripper VisitAll Logistics

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