AeroGround - Occluded Target Judgment: leaderboard

Metric: Accuracy (%; Spatial Reasoning: decide whether a target is visible, occluded or outside the field of 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 2034. 16 models tracked.

Top models

#ModelScore
1Seed 2.0 Pro45
2Qwen 3 VL 8B Instruct42.8
3GPT-5.442.2
4Qwen 3 VL 32B Instruct38.8
5Kimi K2.538.1
6Qwen 3 VL 32B (Thinking)37.5
7Gemini 3.1 Pro (Preview)36.6
8Qwen 3 VL 8B (Thinking)28.4

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