MultiGlobeQA (KG Retrieval Agent): leaderboard
Metric: Exact-match accuracy (%; Tier 3a: a CodeAgent writing and executing Python with spatial knowledge-graph retrieval tools, at most 10 steps; exact match with answer-type tolerances (geodesic or relative tolerance, set equality, polygon IoU of at least 0.5) over the 4,979 true-premise questions of the English text small split, refusals and non-answers counted incorrect; greedy decoding, output constrained to the answer-type JSON schema; mean of three seeds). Source: arxiv.org. Saturation forecast: Around 2029. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.5 27B FP8 | 44.3 |
| 2 | Gemini 3 Flash (Preview) | 29.5 |
| 3 | Gemma 3 27B (IT) | 23.9 |
Interactive version: theaggregate.ai/benchmark?slug=multiglobeqa-kg-retrieval-agent · How It Works · Data refreshed daily, snapshot 2026-09-26.