AirGroundBench: leaderboard

Metric: Average accuracy (%) over the nine multiple-choice VQA tasks under synchronized dual UAV and UGV views; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 13 models tracked.

Top models

#ModelScore
1Seed 2.0 Pro57.14
2Qwen 3.5 Plus55.42
3Qwen 3.5 397B A17B55.11
4Qwen 3.5 27B52.7
5Kimi K2.549.09
6Gemini 3.1 Pro (Preview)46.79
7Claude Sonnet 4.646.16
8GPT-5.245.89
9GLM-4.6V45.76
10ERNIE 5.044.67
11Qwen 3 VL 235B A22B44.32

Interactive version: theaggregate.ai/benchmark?slug=airgroundbench · How It Works · Data refreshed daily, snapshot 2026-09-29.