V2X-QA - Cooperative Planning: leaderboard

Metric: Accuracy (%) on the cooperative Planning task (CO4); four-option multiple-choice questions on the expert-verified test split, answered as a single option letter under the paper's unified prompt; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 10 models tracked.

Top models

#ModelScore
1GPT-5.227.2
2Gemini 3 Flash (Preview)13.6
3GPT-5 Mini11.3
4Qwen 2.5 VL 72B Instruct8.7
5Qwen 3 VL 30B A3B Instruct4.9
6Gemini 2.5 Pro3.4
7Qwen 3.5 Plus2.8

Interactive version: theaggregate.ai/benchmark?slug=v2x-qa-cooperative-planning · How It Works · Data refreshed daily, snapshot 2026-10-07.