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Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
SQuALITY
SQuALITY (Summarization-format QUestion Answering with Long Input Texts, Yes!) is a long-document summarization dataset built by hiring highly-qualified contractors to read public-domain short stories (3000-6000 words) and write original summaries from scratch. Each document has five summaries: one overview and four question-focused summaries. Designed to address limitations in existing summarization datasets by providing high-quality, faithful summaries.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 5
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Phi-3.5-mini-instruct | 0.243 | Not recorded | Not recorded | 2024-08-23 · model_announcement | LLM Stats |
| Phi-3.5-MoE-instruct | 0.241 | Not recorded | Not recorded | 2024-08-23 · model_announcement | LLM Stats |
| Nova Pro | 0.198 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| Nova Lite | 0.192 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |
| Nova Micro | 0.188 | Not recorded | Not recorded | 2024-11-20 · model_announcement | LLM Stats |