The most direct comparison is SPIDER's F-score of 39.7% compared to his LSW03 algorithm's 35.6% (both are minimality resolvers).
our evaluation is more penalized since SPIDER loses precision for NER's false positives (Jack London as a location) while Leidner only evaluated on actual locations.