Provided are methods and compositions for immunoassay with improved specificity. The presently disclosed bead-based blocking agents reduce the interference associated with the samples and reagents of such assays. The presently disclosed blocking agents can be used to separate interfering molecules in a sample, resulting in increased sensitivity of an immunoassay. A method is provided for blocking an interfering molecule in an affinity assay mixture, wherein the mixture comprises a sample.