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Planning on PlanBench Blocksworld (Classic) (test)

99.3Plain Text AccGPT5
32.01249.48166.9584.419Feb 3, 2026

Evaluation results

MethodLinks
GPT5Prompting=Plain Text, Model Category=LRM, Shots=Best of Zero & One shot2026.0299.3—
o1preview*Prompting=Plain Text, Model Category=LRM, Shots=Best of Zero & One shot2026.0297.8—
o1Prompting=Plain Text, Model Category=LRM, Shots=Best of Zero & One shot2026.0295.7—
o1miniPrompting=Plain Text, Model Category=LRM, Shots=Best of Zero & One shot2026.0256.7—
GPT4oPrompting=Plain Text, Model Category=LLM, Shots=Best of Zero & One shot2026.0235.5—
GPT4Prompting=Plain Text, Model Category=LLM, Shots=Best of Zero & One shot2026.0234.6—
GPT4Prompting=TMK, Model Category=LLM, Shots=One shot2026.02—39.7
GPT4oPrompting=TMK, Model Category=LLM, Shots=One shot2026.02—45.3
GPT5Prompting=TMK, Model Category=LRM, Shots=One shot2026.02—99.7
o1Prompting=TMK, Model Category=LRM, Shots=One shot2026.02—98.5
o1miniPrompting=TMK, Model Category=LRM, Shots=One shot2026.02—57