RepProbe Synthetic - Exact: leaderboard

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

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

Top models

#ModelScoreOverall rank
1Qwen3-VL-8B6.3
2Cosmos-Reason2-8B5.6
3LLaVA-OneVision-7B5.6
4VideoChat-R1.5-7B5.2
5InternVL3.5-8B5.1
6Video-R1-7B4.7
7LongVILA-R1-7B4.4

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