Estimating Model Performance under Domain Shifts with Class-Specific
Confidence Scores

Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores

20 July 2022

Konstantinos Kamnitsas

Mobarakol Islam

Papers citing "Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores"

8 / 8 papers shown

Title
Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data Can Wang Dianbo Sui Hongliang Sun Hao Ding Bolin Zhang Zhiying Tu 24 0 0 10 Oct 2024
Conformal Performance Range Prediction for Segmentation Output Quality Control Anna M. Wundram Paul Fischer Michael Muehlebach Lisa M. Koch Christian F. Baumgartner UQCV 22 4 0 18 Jul 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 40 0 0 07 Jul 2024
Distance Matters For Improving Performance Estimation Under Covariate Shift Mélanie Roschewitz Ben Glocker 23 1 0 14 Aug 2023
Estimating Large Language Model Capabilities without Labeled Test Data Harvey Yiyun Fu Qinyuan Ye Albert Xu Xiang Ren Robin Jia 21 8 0 24 May 2023
Unsupervised Evaluation of Out-of-distribution Detection: A Data-centric Perspective Yuhang Zhang Weihong Deng Liang Zheng OODD 24 4 0 16 Feb 2023
Transfer Learning with Pretrained Remote Sensing Transformers A. Fuller K. Millard J.R. Green 27 11 0 28 Sep 2022
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014