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Papers Benchmarks Datasets Tasks

PDDL dataset and benchmarks · SOTA2 Research

Research Datasets

PDDL

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Automated Planning

PDDL

83.9Accuracy

233

Symbolic Planning

PDDL

30.39Score

36

PDDL

100Progress Rate

33

Multi-turn Agentic Task

PDDL

83Success Rate

28

Embodied Agentic

PDDL

70.5Accuracy

21

Step-level reasoning evaluation

PDDL (test)

94.5F1 Score

20

Text-based embodied task

PDDL

61.7Success Rate

13

Generalized Planning

PDDL trading domain

100Solution Rate

10

Generalized Planning

PDDL

100Solution Percentage

10

Generalized Planning

PDDL manymiconic domain

100Solution Rate

10

Generalized Planning

PDDL manygripper domain

100Solution Rate

10

Generalized Planning

PDDL manyferry domain

100Solution Percentage

10

Generalized Planning

PDDL heavypack

100Percent Solved

10

Popular tasks

Generalized Planning Planning Automated Planning Embodied Agentic Symbolic planning

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