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Papers Benchmarks Datasets Tasks

Automated Planning research benchmarks – Page 3 · SOTA2 Research

Automated Planning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IPC logistics domain

58.5Cflex

3

Apr 1, 2026

IPC hiking domain

0.056Cflex

3

Apr 1, 2026

IPC gripper domain

0.017Cflex

3

Apr 1, 2026

IPC grid domain

0Cflex Score

3

Apr 1, 2026

IPC genome-edit-distances domain

0.005CFlex

3

Apr 1, 2026

IPC freecell domain

0.077Cflex

3

Apr 1, 2026

IPC floor-tile domain

0.147Cflex

3

Apr 1, 2026

IPC elevator domain

16.8Cflex

3

Apr 1, 2026

IPC depots domain

27.9cflex

3

Apr 1, 2026

IPC data-network domain

30.1Cflex

3

Apr 1, 2026

IPC child-snack domain

0.725CFlex Score

3

Apr 1, 2026

IPC blocks domain

0Cflex Score

3

Apr 1, 2026

IPC barman domain

0.006CFlex

3

Apr 1, 2026

19Solved Count

3

Feb 26, 2026

20Solved Count

3

Feb 26, 2026

15Solved Count

3

Feb 26, 2026

385,000Grounded Actions

2

Jun 5, 2026

Hiking 15 tasks

420Grounded Actions

2

Jun 5, 2026

Agricola 8 tasks

678,000Grounded Actions

2

Jun 5, 2026

20Solved

2

Feb 26, 2026

Logistics (val)

PlanGPT - Decoder (baseline)

1QSS

1

Jun 29, 2026

Logistics (extrapolation)

—

—Primary metric

0

Jun 29, 2026

Page 3 of 3

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