AntTech

Jul 28, 2026 · Artificial Intelligence

Predicting ML Solution Quality Without Execution: LLMs Achieve 61.5% Accuracy (ACL 2026 Highlight)

A joint study by Zhejiang University and Ant Group shows that large language models can forecast the effectiveness of machine‑learning pipelines without executing them, reaching 61.5% prediction accuracy, cutting search time by sixfold and improving final performance by 6%.