Datasetpublic

Reubencf/Adaption-video-qa-diverse-topics

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. video_qa_diverse_topics This dataset contains question-answer pairs derived from a diverse collection of video clips covering topics such as biology, history, sports, and astronomy. Each entry includes a specific question about the video content and a corresponding factual answer, alongside metadata like duration, tags, and object lists. The samples demonstrate a focus on… See the full description on the dataset page: https://huggingface.co/datasets/Reubencf/Adaption-video-qa-diverse-topics.

sourceHugging Faceupdated 5mo agoView on Hugging Face

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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

videoqadiverse_topics

This dataset contains question-answer pairs derived from a diverse collection of video clips covering topics such as biology, history, sports, and astronomy. Each entry includes a specific question about the video content and a corresponding factual answer, alongside metadata like duration, tags, and object lists. The samples demonstrate a focus on visual comprehension and factual retrieval from varied video sources.

Dataset size

There are 86 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 95.0%.

Domain

—Science (42%)
—History (14%)
—Geography (12%)

Language

—English (100%)

Tone

—Informative (48%)
—Descriptive (26%)
—Objective (12%)

Evaluation Results

—Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/6e8e8cd8-39d6-472b-ab34-a809fb1b46f0.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

—Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/e962b572-7021-4f27-953e-8865db208fc9.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

—Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/fd6125fb-b28c-46e7-8fd4-28096c5a44f6.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />