ProAgentBench 1. Overview and usability This repository distributes privacy processed proactive service research data suitable for training, reproducing evaluations, and benchmarking. It includes event level records, PNG screenshots, and model generated event level text. Data are organized by participant ; SQLite plus images support event sequence inputs for standard proactive assistance setups ( When style timing, How style content related modeling, etc.). Totals: 17 participants, 28,528 events, 7,222 LLM usage related events (~ 25.3% ), 167,423 screenshots; all events may include model generated text. See Section 8 for how to cite this dataset. 2. Scale and statistics Metric Value : Participants 17 Total events 28,528 LLM usage related events ( is llm event ) 7,222 (~25.3%) Screenshots 167,423 Events with model generated text 28,528 (all) Terminology: is llm event marks intervals where the user actively uses an LLM related product . Model generated event text is not ground truth. 3. Directory layout Each participant has a dedicated folder. Typical contents: lifetrace privacy processed.db — SQLite database with events , screenshots , and related tables (legacy filename from the pr…
Runs entirely in your browser via DuckDB-Wasm — this dataset's real data file is loaded once, then queried locally. Nothing is sent to a server.
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