We were unable to build an IRT model that accurately modeled ability to recognize entailment with the obtained response patterns.
such comparison may use model selection indices such as Akaike Information Criterion (AIC) and Conditional Bayesian Information Criterion (CBIC) and should also take into account the interpretablility of the loading pattern that links items to factors.