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Selective Prediction on MNLI

Selective Prediction on MNLI

86.92Coverage @ 0.9UAT-LITE

Updated 8mo ago

Evaluation results

Method	Links
UAT-LITE2026.02		86.92	90.3	92.75	0.0529
Baseline2026.02		71.39	75.27	79.26	0.164

State-of-the-art paper

UAT-LITE

UAT-LITE: Inference-Time Uncertainty-Aware Attention for Pretrained Transformers

Dataset

MNLI

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Related benchmarks

Question Answering on PubMedQA (Accuracy and ECE)Selective Prediction on SQuAD 2.0 Distribution Shift Robustness on MNLI matched → mismatched

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