accuracy estimation

Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ACL 2025 Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation ACL 2025 OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference ICLR 2025 AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation CVPR 2024 MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts NeurIPS 2024 Estimating Large Language Model Capabilities without Labeled Test Data EMNLP 2023 Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples ICCV 2023 Are reported accuracies in the clinical speech machine learning literature overoptimistic? Interspeech 2022 BINAS: Bilinear Interpretable Neural Architecture Search ACML 2022 Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees AAAI 2022 Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations NeurIPS 2021 Precision-Recall versus Accuracy and the Role of Large Data Sets AAAI 2019 Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NeurIPS 2017 Estimating Accuracy from Unlabeled Data: A Bayesian Approach ICML 2016 Predicting Failures of Vision Systems CVPR 2014