AeroGround - View Localization: leaderboard
Metric: Accuracy (%; Spatial Understanding: locate the ground-view capture position in the aerial view; aerial-ground collaborative questions from paired simulated UAV and ground views, exact-match scoring of the parsed option or mapping, invalid output scored wrong; one deterministic run). Source: arxiv.org. Saturation forecast: Around April 2028. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 48.7 |
| 2 | Seed 2.0 Pro | 45.3 |
| 3 | GPT-5.4 | 38 |
| 4 | Qwen 3 VL 32B Instruct | 38 |
| 5 | Qwen 3 VL 32B (Thinking) | 34.7 |
| 6 | Kimi K2.5 | 34 |
| 7 | Qwen 3 VL 8B Instruct | 24 |
| 8 | Qwen 3 VL 8B (Thinking) | 16.7 |
Interactive version: theaggregate.ai/benchmark?slug=aeroground-view-localization · How It Works · Data refreshed daily, snapshot 2026-09-26.