# SimpleQA Verified leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-simple-qa-verified

Every model the catalog carries a published SimpleQA Verified value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Short-form factual answers |
| Tasks | 1,000 prompts |
| Difficulty | — |
| Published by | [SimpleQA Verified: A Reliable Factuality Benchmark to Measure Parametric Knowledge](https://arxiv.org/abs/2509.07968v2) |

SimpleQA Verified measures short-form factual recall on 1,000 prompts without tools. This dated author-paper table ranks source models by F1 and keeps accuracy, accuracy given attempted, attempted, and hedged separate.

## SimpleQA Verified ranking

No model in the catalog has a published SimpleQA Verified score. The benchmark is defined by SimpleQA Verified: A Reliable Factuality Benchmark to Measure Parametric Knowledge, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.