SciFact

Dataset Card for BEIR Benchmark scifact is one of the datasets from the Fact Checking task within BEIR, measuring scientific article retrieval for a given scientific claim. Dataset Summary BEIR is a heterogeneous benchmark built from 18 diverse datasets representing 9 information retrieval tasks. Fact-checking: FEVER,

Papers using SciFact (3)

Not All Queries Need Rewriting: When Prompt-Only LLM Refinement Helps and Hurts Dense Retrieval2026Training-Induced Bias Toward LLM-Generated Content in Dense Retrieval2026GIER: Gap-Driven Self-Refinement for Large Language Models2025