SLVMBench - Next Step Prediction: leaderboard

Metric: Accuracy (%) on the next step prediction 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 January 2028. 9 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)59.45
2GPT-5.245.1
3Qwen2.5-Omni-7B38.24
4GPT-4o (2024-05-13)35.52

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