DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection

Jingyao Geng, Yuan Zhang, Jiaqi Huang +4

Model library is an effective tool for improving the performance of single-model Out-of-Distribution (OoD) detector, mainly through model selection and detector fusion. However, ex…