The highest accuracy achieved to date under these assumptions is 91.6% (Ravi et al., 2010).
as is often noted (including by the authors themselves), many papers that work on learning taggers from tag dictionaries make unrealistic assumptions about the tag dictionaries they use as input (Toutanova and Johnson, 2008;Ravi and Knight, 2009;Hasan and Ng, 2009).