RepProbe Synthetic - OBO Many: leaderboard

RepProbe Synthetic - OBO Many. Generalist video-language models; counts 1–20, predictions clipped 0–40; Few 1–6, Mid 7–13, Many 14–20. Reported metric: OBO Many (%). Primary published table, with source configuration boundaries preserved.

Metric: OBO Many (%). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 7 models tracked.

Top models

#ModelScoreOverall rank
1Cosmos-Reason2-8B0
2Qwen3-VL-8B0
3Video-R1-7B0
4VideoChat-R1.5-7B0
5LongVILA-R1-7B0
6InternVL3.5-8B0
7LLaVA-OneVision-7B0

Interactive version: theaggregate.ai/benchmark?slug=repprobe-synthetic-obo-many · How It Works · Data refreshed daily, snapshot 2026-10-16.