Benchmark

SQuALITY Benchmark

What is SQuALITY?

SQuALITY (Summarization-format QUestion Answering with Long Input Texts, Yes!) is a long-document summarization dataset built by hiring highly-qualified…

Modality
text
Evaluates
long context, summarization, language
Openness
unknown
Importer
LLM Stats
Reported scores
5

Source provenance

SQuALITY results and reported scores

LLM Stats

ModelOrganizationReported valueReportedEvidence
Nova LiteAmazon0.1922024-11-20evidence
Nova MicroAmazon0.1882024-11-20evidence
Nova ProAmazon0.1982024-11-20evidence
Phi-3.5-mini-instructMicrosoft0.2432024-08-23evidence
Phi-3.5-MoE-instructMicrosoft0.2412024-08-23evidence

Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.

Which sources cite SQuALITY?

Related long context, summarization, language benchmarks