V2X-QA - Ego Visible Agents: leaderboard

Metric: Accuracy (%) on the vehicle-side Ego Visible Agents task (VS2); 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 2030. 10 models tracked.

Top models

#ModelScore
1Qwen 2.5 VL 72B Instruct65.3
2Gemini 2.5 Pro59.2
3Gemini 3 Flash (Preview)56.2
4Qwen 3.5 Plus55.1
5GPT-5 Mini49.8
6Qwen 3 VL 30B A3B Instruct44.2
7GPT-5.243.8

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