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GovReport

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Progress Over Time

Interactive timeline showing model performance evolution on GovReport

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GovReport Leaderboard

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About this benchmark

What is GovReport?

A long document summarization dataset consisting of reports from government research agencies including Congressional Research Service and U.S. Government Accountability Office, with significantly longer documents and summaries than other datasets.

GovReport is a text benchmark evaluating models on long context and summarization tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.3, with the leader at 0.3.

Compare leaders on the best AI for long context and best AI for summarization leaderboards.

Current leaders

Phi-3.5-MoE-instruct from Microsoft currently leads the GovReport leaderboard with a score of 0.264 across 2 evaluated AI models.

1Phi-3.5-MoE-instructMicrosoft26.4%
2Phi-3.5-mini-instructMicrosoft25.9%

FAQ

Common questions about the GovReport benchmark and leaderboard.

What is the GovReport benchmark?

A long document summarization dataset consisting of reports from government research agencies including Congressional Research Service and U.S. Government Accountability Office, with significantly longer documents and summaries than other datasets.

What is the GovReport leaderboard?

The GovReport leaderboard ranks 2 AI models based on their performance on this benchmark. Currently, Phi-3.5-MoE-instruct by Microsoft leads with a score of 0.264. The average score across all models is 0.262.

What is the highest GovReport score?

The highest GovReport score is 0.264, achieved by Phi-3.5-MoE-instruct from Microsoft.

How many models are evaluated on GovReport?

2 models have been evaluated on the GovReport benchmark, with 0 verified results and 2 self-reported results.

Where can I find the GovReport paper?

The GovReport paper is available at https://arxiv.org/abs/2104.02112. The paper details the methodology, dataset construction, and evaluation criteria.

What categories does GovReport cover?

GovReport is categorized under long context and summarization. The benchmark evaluates text models.

What is the best open-source model on GovReport?

Phi-3.5-MoE-instruct by Microsoft is the top-ranked open-source model on GovReport, with a score of 0.264 (rank #1).

How recent are the GovReport leaderboard results?

The GovReport leaderboard was last updated in August 2026 and currently includes 2 evaluated models.