Flower and fruit abscission reduce crop yield, so decreasing abscission is a significant agricultural issue. HAESA (HAE) and HAESA-like2 (HSL2) kinases and its ligand, INFLORESCENCE DEFICIENT IN ABSCISSION (IDA) peptide, have been confirmed to be the core elements regulating floral organ abscission in Arabidopsis thaliana. Our earlier research revealed that SlIDL6, a homolog of IDA in tomato, functions similarly to AtIDA regulating the abscission of tomato flower organs. Here, we further isolated three HAESA-like homologs, SlHSL1/2/3, which are involved in tomato flower abscission. SlHSL1/2/3 are highly expressed in the abscission zone (AZ). The knockout mutant lines of Slhsl1, Slhsl2, and Slhsl3 showed lower flower pedicel abscission than wildtype (WT). The double mutant of Slhsl1Slhsl2, Slhsl1Slhsl3, and Slhsl2Slhsl3 further depressed abscission than each of the single mutant lines, while triple mutants Slhsl1Slhsl2Slhsl3 exhibited the lowest abscission, indicating that SlHSL1/2/3 mediated abscission is non-redundancy, at least partially. Treating tomato pedicel explants with SlIDL6 peptide significantly accelerated pedicel abscission in WT, but had little effect on the abscission rate of SlHSL1/2/3 knockout lines, indicating that SlHSL1/2/3 are the receptors of SlIDL6 in pedicel abscission. Ethylene action inhibitor 1-methylcyclopropene (1-MCP) can significantly depress the expression of SlHSL1/2/3. Ethylene can significantly accelerate the abscission of WT, while the less abscission was found in SlHSL1/2/3 knockout lines. Taken together, our findings indicate that SlHSL1/2/3 can act as receptors for SlIDL6 to positively regulate tomato pedicel abscission and the abscission regulated by SlHSL1/2/3 were partially dependent on ethylene.