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LlamaIndex Releases Extraction Benchmark

·2026.08.12 01:45

Key point

LlamaIndex has released an open-source benchmark for evaluating schema-based information extraction.

Details

LlamaIndex has released a new schema-based information extraction benchmark called ExtractBench.

It evaluates hosted and paid platforms alongside various open-source models, providing relevant code, dataset visualizations, and a paper to allow users to directly run and compare models and extraction methods.

In the benchmark results, Qwen3.6 35B showed competitive performance among locally run models, but some failure cases appeared on long documents.

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