SLVMBench - Step Ordering: leaderboard

Metric: Accuracy (%) on the step ordering questions of SLVMBench in the long-memory setting (tutorial, then 10 minutes to 2 hours of distractor videos, then the target video). Source: arxiv.org. Saturation forecast: Around March 2028. 9 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)57.69
2GPT-5.247.72
3Qwen2.5-Omni-7B39.33
4GPT-4o (2024-05-13)34.84

Interactive version: theaggregate.ai/benchmark?slug=slvmbench-step-ordering · How It Works · Data refreshed daily, snapshot 2026-09-29.