Adaptive framework Virtue Population Analysis (ADAPT VPA) was used to assess the current stock of dolphinfish in the waters off eastern Taiwan. Length data and abundance index data of dolphinfish off eastern Taiwan waters were collected in Shinkang fish market and Shinkang Fishermen’s Association during the period from 1990 to 2006. Three age classes were identified from length-frequency analysis and dominant age classes was 1+. Age-specific abundance estimated from ADAPT VPA indicated the abundance of 1+ peaked in 2003, 2+ in 2004 and decreased thereafter, 3+ keep stable in every year. The fishing mortality fluctuated from 1991 to 2000 and increased year after year. The highest mortality was found in 2006 for all age classes. The results indicated the dolphinfish in the waters off eastern Taiwan appeared to be moderately exploited. Recently, the fishing effort for dolphinfish were rapidly increased, it is evident that the stock condition and development in the fishery still need to be monitored.