DriveSpatial-mini - Reasoning: leaderboard

Metric: Accuracy (%) on the spatiotemporal reasoning tasks (interactions and future dynamics) on DriveSpatial-mini (a stratified 1,000-question subset, 50 per task), where the paper evaluates the proprietary VLMs and humans; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.

Top models

#ModelScore
1GPT-4o58.76
2GPT-557.69

Interactive version: theaggregate.ai/benchmark?slug=drivespatial-mini-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-07.