OmniScience Non-Hallucination

OmniScience Non-Hallucination is a benchmark for broad factual and academic knowledge. The official description says: "OmniScience Non-Hallucination - scientific knowledge non-hallucination rate benchmark". Below we describe in simple words what benchmarks of this type generally examine.

OmniScience Non-Hallucination measures broad factual and academic knowledge. In detail, it checks:

• facts and concepts from many academic fields at once
• harder variants with several plausible answer options
• knowledge that goes beyond the model's training-set surface forms
• resisting the plausible-but-wrong answers deliberately included

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better.

Official methodology note: OmniScience Non-Hallucination - scientific knowledge non-hallucination rate benchmark.

What is the OmniScience Non-Hallucination benchmark?

OmniScience Non-Hallucination is a benchmark for broad factual and academic knowledge. The official description says: 'OmniScience Non-Hallucination - scientific knowledge non-hallucination rate benchmark'. Below we describe in simple words what benchmarks of this type generally examine.

What does OmniScience Non-Hallucination test?

OmniScience Non-Hallucination mainly measures broad factual and academic knowledge. Concretely, it checks: facts and concepts from many academic fields at once; harder variants with several plausible answer options; knowledge that goes beyond the model's training-set surface forms.

How is the OmniScience Non-Hallucination score calculated?

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better. The declared maximum score of this benchmark is 100.0.

Where do I get OmniScience Non-Hallucination data and scores?

The official benchmark page/reference is linked on this page. Every score on Open LLM Radar is also available as open data: download the scores JSON (http://open-llm-radar-api:8000/api/v1/benchmarks/omniscience-non-hallucination/scores) or pull it directly from the Open LLM Radar API with any HTTP client.