Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain

Kuan-I Chung, Daniel Moyer

We introduce an assessment procedure for interactive segmentation models. Based on concepts from Bayesian Experimental Design, the procedure measures a model's understanding of poi…