Plan Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
89Code PQS
19
Mar 20, 2026
85.7Plan Accuracy
16
Jun 2, 2026
100Plan Accuracy
12
Jun 2, 2026
0QS
7
Jun 29, 2026
38QS Score
7
Jun 29, 2026
8Quality Score (QS)
7
Jun 29, 2026
60QS
7
Jun 29, 2026
1QS
7
Jun 29, 2026
100QS Score
7
Jun 29, 2026
0.77QS
7
Jun 29, 2026
1QS
7
Jun 29, 2026
0.99Quality Score (QS)
7
Jun 29, 2026
0.13QS
7
Jun 29, 2026
100QS Score
7
Jun 29, 2026
1QS
7
Jun 29, 2026
91.3BLEU
7
Feb 26, 2026
56.1ROUGE-1
7
Feb 26, 2026
81.1Success Rate (Frozenlake)
6
Mar 20, 2026
95.2Success Rate (Frozenlake)
6
Mar 20, 2026
0.36Runtime Ratio
4
Mar 23, 2026