RepProbe Real - OBO Mid: leaderboard

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

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

Top models

#ModelScoreOverall rank
1Cosmos-Reason2-8B43.1
2LLaVA-OneVision-7B33
3InternVL3.5-8B23
4Video-R1-7B21.4
5VideoChat-R1.5-7B21
6Qwen3-VL-8B14.6
7LongVILA-R1-7B9.3

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