VQARAD and SLAKE: Medical Visual Question Answering Dataset

A combined dataset for medical visual question answering, merging the VQARAD and SLAKE collections. The dataset was created by Shashwath01 and was last updated on March 5, 2024. It has been used to train a specific model hosted on Hugging Face.

Use Cases

• Train medical VQA models based on the combined VQARAD and SLAKE data.
• Benchmark model performance on medical image and question pairs.
• Fine-tune vision-language models for clinical reasoning tasks.

Strengths

• Dataset is a combination of two established medical VQA datasets, VQARAD and SLAKE.
• Has a documented use case for training a specific model (Idefic_medical_VQA_merged_4bit).
• Last update was recorded on 2024-03-05 12:23:38.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file sizes, and license information are unknown.

Provenance

Source

Combination of VQARAD and SLAKE datasets.

Collection Method

Merged by author Shashwath01.

Freshness

Last updated 2024-03-05 12:23:38; freshness should be verified.