AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

OVBench

OVBench is an online video understanding benchmark that evaluates a model's ability to perceive, memorize, and reason about real-time video streams as they unfold.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
multimodal

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 2

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Seed 2.1 Pro0.7Not recordedNot recorded2026-06-24 · model_announcementLLM Stats
Seed 2.1 Turbo0.697Not recordedNot recorded2026-06-24 · model_announcementLLM Stats