GLUE QNLI: leaderboard

Question NLI, GLUE’s recast of SQuAD: decide whether a Wikipedia sentence contains the answer to a question. Archived Papers With Code table of accuracies as each paper reported them, under that paper’s own setup; higher is better.

Metric: Accuracy. Source: huggingface.co. Saturation forecast: Rough model projection: around 2026. 47 models tracked.

Top models

#ModelScoreOverall rank
1T5 (11B)96.7#1631

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=glue-qnli · How It Works · Data refreshed daily, snapshot 2026-11-05.