Fusarium head blight (FHB) severity was evaluated in a set of recombinant inbred (RI) lines from a cross between the two-rowed barley varieties, Harbin 2-row (resistant) and Turkey 6 (susceptible). Harbin 2-row was one of the most resistant varieties to FHB among ca. 5,000 barley germplasm accessions stored at Okayama University. At these three QTLs, the alleles from Harbin 2-row contributed to a lower severity. A QTL on chromosome 2H was located in the vicinity of the cleistogamy locus (cly1 or Cly2) that determines open/closed flowering type. The comparison with previously identified QTLs for FHB severity by the present authors indicated that Harbin 2-row might harbor the same resistance allele in the vicinity of the cly1/Cly2 locus as Russia 6, which was used as a resistant parent in the previous study. The QTL in the vicinity of the cly1/Cly2 locus is one of the promising sources for FHB resistance breeding in barley.