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Datasets/BREAK

BREAK

TextsUnknownIntroduced 2020-01-31

Break is a question understanding dataset, aimed at training models to reason over complex questions. It features 83,978 natural language questions, annotated with a new meaning representation, Question Decomposition Meaning Representation (QDMR). Each example has the natural question along with its QDMR representation. Break contains human composed questions, sampled from 10 leading question-answering benchmarks over text, images and databases. This dataset was created by a team of NLP researchers at Tel Aviv University and Allen Institute for AI.

Source: BREAK

Related Benchmarks

BreakHis/Breast Cancer Histology Image Classification/1:1 AccuracyBreakHis/Breast Cancer Histology Image Classification/Accuracy (%)BreakHis/Breast Cancer Histology Image Classification/Accuracy (Inter-Patient)BreakHis/Cancer/1:1 AccuracyBreakHis/Cancer/Accuracy (%)BreakHis/Cancer/Accuracy (Inter-Patient)BreakHis/Image Classification/Average Test Accuracy over all magnificationsBreakHis/Image Retrieval/Average PrecisionBreakHis/Medical Image Analysis/Average PrecisionBreakfast/Action Localization/AccBreakfast/Action Localization/Average F1Breakfast/Action Localization/EditBreakfast/Action Localization/F1Breakfast/Action Localization/F1@10%Breakfast/Action Localization/F1@25%Breakfast/Action Localization/F1@50%Breakfast/Action Localization/JSDBreakfast/Action Localization/PrecisionBreakfast/Action Localization/RecallBreakfast/Action Localization/mIoUBreakfast/Action Segmentation/AccBreakfast/Action Segmentation/Average F1Breakfast/Action Segmentation/EditBreakfast/Action Segmentation/F1Breakfast/Action Segmentation/F1@10%Breakfast/Action Segmentation/F1@25%Breakfast/Action Segmentation/F1@50%Breakfast/Action Segmentation/JSDBreakfast/Action Segmentation/PrecisionBreakfast/Action Segmentation/RecallBreakfast/Action Segmentation/mIoUBreakfast/Video/Accuracy (%)Breakfast/Video/mAPBreakfast/Video Classification/Accuracy (%)Breakfast/Video Understanding/mAP

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Natural Language InferenceOpen-Domain Question AnsweringQuestion Answering