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LTL Instruction Following on LetterWorld Infinite-horizon

11.67µAccSEMLTL
2.2064.6637.129.577Feb 6, 2026

Evaluation results

MethodLinks
SEMLTLTask Formula=GF(a ∧ F b) ∨ GF(c ∧ F d) ∧ GF(e ∧ F f), |Q| (number of LDBA states)=7, |δ| (number of transitions)=152026.0211.674.08
DEEPLTLTask Formula=GF(a ∧ F b) ∨ GF(c ∧ F d) ∧ GF(e ∧ F f), |Q| (number of LDBA states)=7, |δ| (number of transitions)=152026.029.72—
SEMLTLTask Formula=GF a ∧ GF b ∧ GF c ∧ GF d ∧ G(¬e ∧ ¬f), |Q| (number of LDBA states)=6, |δ| (number of transitions)=162026.022.585.44
DEEPLTLTask Formula=GF a ∧ GF b ∧ GF c ∧ GF d ∧ G(¬e ∧ ¬f), |Q| (number of LDBA states)=6, |δ| (number of transitions)=162026.022.57—