This dataset provides the raw LC-MS/MS mass spectrometry data for comprehensive proteomic characterization of exosome-like nanovesicles (ELNs) isolated from Winter Melon (Benincasa hispida). The data will serve as a fundamental protein reference database for further research on plant-derived nanovesicles.