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Extract Zero

Single-turn document information extraction with semantic similarity-based reward

Domain
rl-env
License
unknown
Published
Oct 2025

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Attribution

Leaderboard scores
prime-hub
Attribution policy →

Top score 43.3% by GPT-4.1 Mini - 2 models reporting (2 frontier)

Score history

2
0%25%50%75%100%Apr 25Jun 25Aug 25GPT-4.1 Mini

Top models

2
Extract ZeroBar chart with 2 bars. Highest value: GPT-4.1 Mini at 43.3.
2 models

Related tools

1
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Implementations, trainers, datasets and scaffolds linked to this eval.

FAQ

What is Extract Zero?
Single-turn document information extraction with semantic similarity-based reward
What is the current top score on Extract Zero?
The top reported score is 43.3% by GPT-4.1 Mini, across 2 models reporting (2 from frontier labs).
How can a model improve its Extract Zero score?
Tools linked to Extract Zero on Sophon include Extract ZERO RL Env (Community) - RL environments, datasets, and scaffolds that target this eval.
What license is Extract Zero under?
Extract Zero is available under unknown.