Datasets:
For data with the same img_id, the same question corresponds to different answers
Take the img_id="cl8k2u1pm1dw7083203g1b7yv" as an example. Its data is structured as follows:
source,question,answer,img_id
Polyps,Are there any abnormalities in the image? Check all that are present.,polyp,cl8k2u1pm1dw7083203g1b7yv
Polyps,Have all polyps been removed?,no,cl8k2u1pm1dw7083203g1b7yv
Polyps,Is this finding easy to detect?,yes,cl8k2u1pm1dw7083203g1b7yv
Polyps,Is there a green/black box artefact?,yes,cl8k2u1pm1dw7083203g1b7yv
Polyps,Is there text?,yes,cl8k2u1pm1dw7083203g1b7yv
Polyps,What type of procedure is the image taken from?,colonoscopy,cl8k2u1pm1dw7083203g1b7yv
Polyps,What is the size of the polyp?,11-20mm,cl8k2u1pm1dw7083203g1b7yv
Polyps,What type of polyp is present?,paris iia,cl8k2u1pm1dw7083203g1b7yv
Polyps,What color is the abnormality? If more than one separate with ;,red,cl8k2u1pm1dw7083203g1b7yv
Polyps,How many findings are present?,1,cl8k2u1pm1dw7083203g1b7yv
Polyps,How many polyps are in the image?,1,cl8k2u1pm1dw7083203g1b7yv
Polyps,How many instrumnets are in the image?,0,cl8k2u1pm1dw7083203g1b7yv
Polyps,Where in the image is the abnormality?,lower-right,cl8k2u1pm1dw7083203g1b7yv
Polyps,What is the size of the polyp?,5-10mm,cl8k2u1pm1dw7083203g1b7yv
Polyps,What type of polyp is present?,paris is,cl8k2u1pm1dw7083203g1b7yv
Conflicting Questions:
Polyps,What is the size of the polyp?,11-20mm,cl8k2u1pm1dw7083203g1b7yv
Polyps,What is the size of the polyp?,5-10mm,cl8k2u1pm1dw7083203g1b7yv
Polyps,What type of polyp is present?,paris iia,cl8k2u1pm1dw7083203g1b7yv
Polyps,What type of polyp is present?,paris is,cl8k2u1pm1dw7083203g1b7yv
This is not an isolated case; there are many such conflicting data entries under the Polyps category.