RFC Protocol State Machine Benchmark
This dataset is designed for benchmarking the extraction of protocol state machines (PSMs) from RFC documents. It contains protocol specification chunks and their corresponding ground truth PSMs, making it suitable for evaluating large language models (LLMs) on structured information extraction tasks.
Dataset Structure
The dataset is organized into two main directories:
1. RFCChunks
Contains chunked RFC documents for each protocol, designed to provide LLMs with manageable portions of long technical specifications. Each file is named using the format:
{protocol}_segments.json
2. PSMs
Contains the ground truth protocol state machines for each protocol, providing the expected output for evaluation. Each file is named using the format:
{protocol}_state_machine.json
License
This dataset is released under the MIT license, allowing for use, distribution, and modification with proper attribution.