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Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
61.7Overall Success Rate
138
Jul 9, 2026
93.4Success Rate
81
Jun 23, 2026
68.4Element Accuracy (EA)
64
Jun 30, 2026
90.5Average Score
55
Jun 9, 2026
58.7Overall Success Rate
41
Jun 24, 2026
91.37Score
36
Jun 11, 2026
61.8Average Success Rate
31
Jun 12, 2026
56.3Allrecipes
30
Jun 26, 2026
70Element Accuracy
27
Jun 30, 2026
100Success Rate
27
Feb 26, 2026
35Internalized Inference
26
Jun 4, 2026
30Success Rate (SR)
25
Jun 17, 2026
51.43Success Rate (SR)
25
Jun 17, 2026
58.75Success Rate
25
Jun 17, 2026
22.97Step Success Rate (SR)
22
May 19, 2026
33.3Task Success Rate (TSR)
20
Jun 16, 2026
28.6Average Success Rate
19
May 27, 2026
95Success Rate
18
Feb 26, 2026
95Success Rate
18
Feb 26, 2026
95Success Rate
18
Feb 26, 2026
95Success Rate
18
Feb 26, 2026
52.8Task Completion Rate
16
Feb 26, 2026
6.7Success Rate (SR)
15
Jun 1, 2026
13.7Success Rate
15
Jun 1, 2026
36.27Success Rate
15
May 12, 2026