EVGeoQA (Qingdao): leaderboard
Metric: Hits@1 (%, times 100) in the No Limit tier (no cap on the distance from the user to the target station) for Qingdao queries of EVGeoQA: the top recommended charging station must be in the ground-truth set of up to five stations that are walkable to a POI matching the user's second intent, found by the agent through the GeoRover tools (5 km station search, 1 km POI search, location moves, driving distance) on Gaode map data; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash (Non-reasoning) | 26.73 |
| 2 | Gemini 2.5 Pro | 25.88 |
| 3 | Qwen 3 8B (Non-reasoning) | 21.32 |
| 4 | Qwen 2.5 72B | 16.78 |
| 5 | GPT-OSS-20B | 15.13 |
| 6 | GPT-OSS-120B | 14.33 |
| 7 | Qwen 3 8B | 14.01 |
| 8 | Qwen 3 30B A3B | 12.35 |
| 9 | Qwen 3 30B A3B (Non-reasoning) | 10.38 |
Interactive version: theaggregate.ai/benchmark?slug=evgeoqa-qingdao · How It Works · Data refreshed daily, snapshot 2026-10-07.