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Papers Benchmarks Datasets Tasks

Automated Planning research benchmarks – Page 2 · SOTA2 Research

Automated Planning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1QSS

3

Jun 29, 2026

Zenotravel 12 tasks

48Grounded Actions

3

Jun 5, 2026

Satellite 17 tasks

327Grounded Actions

3

Jun 5, 2026

Depots 24 tasks

16Grounded Actions

3

Jun 5, 2026

Blocksworld 24 tasks

46,000Grounded Actions

3

Jun 5, 2026

IPC zenotravel domain

0.391Cflex

3

Apr 1, 2026

IPC woodworking domain

0.907Cflex

3

Apr 1, 2026

IPC trucks domain

0.025CFlex

3

Apr 1, 2026

IPC transport domain

0.457Cflex Score

3

Apr 1, 2026

0.417CFlex

3

Apr 1, 2026

IPC tidybot domain

0.067Cflex

3

Apr 1, 2026

IPC thoughtful domain

8.5Cflex Score

3

Apr 1, 2026

IPC tetris domain

54.6Cflex

3

Apr 1, 2026

IPC storage domain

0.12CFlex

3

Apr 1, 2026

IPC scanalyzer-3d domain

7CFlex

3

Apr 1, 2026

IPC satellite domain

43.6cflex

3

Apr 1, 2026

IPC rovers domain

71.6Cflex Score

3

Apr 1, 2026

IPC pipesworld domain

17.4CFlex

3

Apr 1, 2026

IPC peg-solitaire domain

0Cflex

3

Apr 1, 2026

IPC pathways domain

54Cflex Score

3

Apr 1, 2026

IPC parking domain

0.003Cflex Cost

3

Apr 1, 2026

IPC parc-printer domain

0.629Cflex

3

Apr 1, 2026

IPC no-mystery domain

0.042Cflex

3

Apr 1, 2026

IPC mystery-prime domain

17.6CFlex Score

3

Apr 1, 2026

IPC mystery domain

12.3Cflex Score

3

Apr 1, 2026

Page 2 of 3

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