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asadullahdogarr/adaption-mmmed-autoscientist-gold

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. adaption-mmmed_autoscientist_gold A refined, high-entropy multimodal clinical benchmark containing 431 perfectly aligned pairs of visual medical artifacts (X-rays, CT scans, ultrasounds, and histopathology profiles) and pre-concatenated case narratives with multiple-choice pathways. Optimized specifically for the AutoScientist Challenge (Healthcare Track) to train and evaluate… See the full description on the dataset page: https://huggingface.co/datasets/asadullahdogarr/adaption-mmmed-autoscientist-gold.

sourceHugging Faceupdated 3mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-mmmedautoscientistgold

A refined, high-entropy multimodal clinical benchmark containing 431 perfectly aligned pairs of visual medical artifacts (X-rays, CT scans, ultrasounds, and histopathology profiles) and pre-concatenated case narratives with multiple-choice pathways. Optimized specifically for the AutoScientist Challenge (Healthcare Track) to train and evaluate generalized multi-agent reasoning models on unseen domain test sets while preserving strict clinical vocabulary integrity.

Dataset size

There are 418 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 17.1%.

Domain

  • —Medical (100%)

Language

  • —English (100%)

Tone

  • —Analytical (100%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/6f7b3d72-4bca-43c9-948e-b219076ab601.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/5ae600dc-cbf7-416e-88f7-f5f0cee5e167.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/414214b4-b82e-4187-a1e5-0af5bfb0eac6.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />