RepProbe Synthetic - OBO Few: leaderboard

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

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

Top models

#ModelScoreOverall rank
1Qwen3-VL-8B58.3
2Cosmos-Reason2-8B53.7
3Video-R1-7B50.9
4VideoChat-R1.5-7B49.1
5InternVL3.5-8B44.9
6LongVILA-R1-7B44.3
7LLaVA-OneVision-7B29.5

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