AeroGround - Trajectory Reconstruction Selection: leaderboard

Metric: Accuracy (%; Spatial Reasoning: select the aerial trajectory matching a ground-view sequence; 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 2029. 16 models tracked.

Top models

#ModelScore
1Kimi K2.553
2Seed 2.0 Pro45
3Qwen 3 VL 32B Instruct27
4GPT-5.426
5Qwen 3 VL 32B (Thinking)26
6Gemini 3.1 Pro (Preview)21
7Qwen 3 VL 8B (Thinking)21
8Qwen 3 VL 8B Instruct18

Interactive version: theaggregate.ai/benchmark?slug=aeroground-trajectory-reconstruction-selection · How It Works · Data refreshed daily, snapshot 2026-09-26.