OVO-S-Bench (Streaming Mode): leaderboard

OVO-S-Bench (InternLM, 2026) for streaming video models in query-agnostic streaming mode: frames arrive one by one and memory decisions are made before the question is asked. The score is overall multiple-choice accuracy in percent, the mean of the four levels; higher is better.

Metric: Overall multiple-choice accuracy (%) on the 1,680-question evaluation set in query-agnostic streaming mode (frames fed sequentially at the model's published rate, memory decisions made before the question arrives), macro-average of the four levels. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 3 models tracked.

Top models

#ModelScoreOverall rank
1StreamForest-7B44.13
2StreamingVLM-7B43.03
3Flash-VStream-7B24.94#7335

Interactive version: theaggregate.ai/benchmark?slug=ovo-s-bench-streaming-mode · How It Works · Data refreshed daily, snapshot 2026-11-13.