GAIA
Fits research-style assistants that must return one checkable answer. Borrow the short-answer exact-match format and the three difficulty levels.
What it asks the agent to do
- answer a question that needs web browsing and several reasoning steps
- read an attached file (spreadsheet, PDF, image, audio) to find the answer
- combine facts from several sources into one short answer
What to borrow from it
grading designbaselinecase template
Caveats
Read-only question answering, no state changes; top agents now score high; answers to 300 test questions are private and the dataset is gated.
Details
| Workloads | general assistant, research, web browsing, knowledge qa |
|---|---|
| Interaction | single turn |
| Environment | mixed |
| End state checked | No |
| Tools | web search, browser, file readers, code execution |
| Grading | exact match |
| Size | 466 |
| Data | real public |
| Personal data | none |
| License | unknown |
| Harness | inspect_evals, hal, own repo |
| Status | saturated |