Apr 24, 2024 · We introduce an assessment procedure for interactive segmentation models. Based on concepts from Bayesian Experimental Design.

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

Apr 24, 2024 · Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain · no code implementations • 24 Apr ...

The authors introduce an assessment procedure for interactive segmentation models based on the concept of Expected Information Gain (EIG) from Bayesian ...

Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain. SAMはEIGを夢見るか? 期待情報利得を用いた対話型 ...

Kuan-I Chung, Daniel Moyer: Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain.

Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain ... SAM exhibits a weakness in segmentation performance ...

论文旨在提出一种评估交互式分割模型的方法，通过测量模型对点提示的理解程度和其与期望分割掩模的对应关系来衡量模型的性能。同时，论文还发现使用Oracle Dice指数来衡量 ...

Kuan-I Chung, Daniel Moyer. "Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain." ArXiv (2024). [paper] ...

Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain · Kuan-I ChungDaniel Moyer. Computer Science. 2024. TLDR.