Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

BIG

ImagesIntroduced 2020-05-06

A high-resolution semantic segmentation dataset with 50 validation and 100 test objects. Image resolution in BIG ranges from 2048×1600 to 5000×3600. Every image in the dataset has been carefully labeled by a professional while keeping the same guidelines as PASCAL VOC 2012 without the void region.

Benchmarks

10-shot image generation/mBA 10-shot image generation/IoU Semantic Segmentation/mBA Semantic Segmentation/IoU

Related Benchmarks

BIG-bench/Analogical Similarity/Accuracy BIG-bench/Anatomy/Accuracy BIG-bench/Astronomy/Accuracy BIG-bench/BIG-bench Machine Learning/Accuracy BIG-bench/Clinical Knowledge/Accuracy BIG-bench/College Medicine/Accuracy BIG-bench/Common Sense Reasoning/Accuracy BIG-bench/Common Sense Reasoning/Accuracy BIG-bench/Computer Security/Accuracy BIG-bench/Econometrics/Accuracy BIG-bench/Emotional Intelligence/Accuracy BIG-bench/Ethics/Accuracy BIG-bench/Fact Checking/Accuracy BIG-bench/General Knowledge/Accuracy BIG-bench/High School European History/Accuracy BIG-bench/High School Geography/Accuracy BIG-bench/High School Government and Politics/Accuracy BIG-bench/High School Macroeconomics/Accuracy BIG-bench/High School Microeconomics/Accuracy BIG-bench/High School Psychology/Accuracy BIG-bench/High School US History/Accuracy BIG-bench/High School World History/Accuracy BIG-bench/Human Aging/Accuracy BIG-bench/Human Organs Senses Multiple Choice/Accuracy BIG-bench/Human Sexuality/Accuracy BIG-bench/Identify Odd Metapor/Accuracy BIG-bench/Intent Recognition/Accuracy BIG-bench/International Law/Accuracy BIG-bench/Jurisprudence/Accuracy BIG-bench/Logical Fallacies/Accuracy BIG-bench/Logical Reasoning/Accuracy BIG-bench/Logical Reasoning/Accuracy BIG-bench/Management/Accuracy BIG-bench/Marketing/Accuracy BIG-bench/Mathematical Reasoning/Accuracy BIG-bench/Mathematical Reasoning/Accuracy BIG-bench/Medical Genetics/Accuracy BIG-bench/Nutrition/Accuracy BIG-bench/Odd One Out/Accuracy BIG-bench/Philosophy/Accuracy BIG-bench/Prehistory/Accuracy BIG-bench/Professional Law/Accuracy BIG-bench/Professional Medicine/Accuracy BIG-bench/Professional Psychology/Accuracy BIG-bench/Public Relations/Accuracy BIG-bench/Reading Comprehension/Accuracy BIG-bench/Reading Comprehension/Accuracy BIG-bench/Security Studies/Accuracy BIG-bench/Sociology/Accuracy BIG-bench/US Foreign Policy/Accuracy BIG-bench/Virology/Accuracy BIG-bench/World Religions/Accuracy BIG-bench (Anachronisms)/Word Sense Disambiguation/Accuracy BIG-bench (Causal Judgment)/Common Sense Reasoning/Accuracy BIG-bench (Date Understanding)/Common Sense Reasoning/Accuracy BIG-bench (Disambiguation QA)/Common Sense Reasoning/Accuracy BIG-bench (Formal Fallacies Syllogisms Negation)/Logical Reasoning/Accuracy BIG-bench (Hindu Knowledge)/Memorization/Accuracy BIG-bench (Hyperbaton)/Question Answering/Accuracy BIG-bench (Known Unknowns)/Common Sense Reasoning/Accuracy BIG-bench (Logic Grid Puzzle)/Logical Reasoning/Accuracy BIG-bench (Logical Fallacy Detection)/Logical Reasoning/Accuracy BIG-bench (Logical Sequence)/Common Sense Reasoning/Accuracy BIG-bench (Movie Recommendation)/Question Answering/Accuracy BIG-bench (Navigate)/Question Answering/Accuracy BIG-bench (Novel Concepts)/Question Answering/Accuracy BIG-bench (Penguins In A Table)/Logical Reasoning/Accuracy BIG-bench (Reasoning About Colored Objects)/Logical Reasoning/Accuracy BIG-bench (Ruin Names)/Question Answering/Accuracy BIG-bench (SNARKS)/Sarcasm Detection/Accuracy BIG-bench (Sports Understanding)/Common Sense Reasoning/Accuracy BIG-bench (StrategyQA)/Logical Reasoning/Accuracy BIG-bench (Temporal Sequences)/Logical Reasoning/Accuracy BIG-bench (Winowhy)/Common Sense Reasoning/Accuracy BIG-bench-lite/Language Modelling/Accuracy Big-bench Lite/Auto Debugging/Exact string match BigCodeBench-Complete/Code Generation/Pass@1 BigCodeBench-Instruct/Code Generation/Pass@1 BigDetection val/16k/AP BigDetection val/16k/AP50 BigDetection val/16k/AP75 BigDetection val/2D Classification/AP BigDetection val/2D Classification/AP50 BigDetection val/2D Classification/AP75 BigDetection val/2D Object Detection/AP BigDetection val/2D Object Detection/AP50 BigDetection val/2D Object Detection/AP75 BigDetection val/3D/AP BigDetection val/3D/AP50 BigDetection val/3D/AP75 BigDetection val/Object Detection/AP BigDetection val/Object Detection/AP50 BigDetection val/Object Detection/AP75 BigEarthNet/Image Classification/FScore BigEarthNet/Image Classification/mAP (macro)BigEarthNet/Image Classification/mAP (micro)BigEarthNet/Image Classification/official split BigEarthNet/Multi-Label Image Classification/FScore BigEarthNet/Multi-Label Image Classification/mAP (macro)BigEarthNet/Multi-Label Image Classification/mAP (micro)BigEarthNet/Multi-Label Image Classification/official split BigEarthNet (official test set)/Image Classification/F1 Score BigEarthNet (official test set)/Image Classification/mAP (micro)BigEarthNet (official test set)/Multi-Label Image Classification/F1 Score BigEarthNet (official test set)/Multi-Label Image Classification/mAP (micro)BigEarthNet-10%/Image Classification/mean average precision BigEarthNet-10%/Multi-Label Image Classification/mean average precision BigEarthNet-S1 (official test set)/Image Classification/mAP (micro)BigEarthNet-S1 (official test set)/Multi-Label Image Classification/mAP (micro)BigPatent/Text Summarization/ROUGE-1 BigPatent/Text Summarization/ROUGE-2 BigPatent/Text Summarization/ROUGE-L

Statistics

Papers: 9
Benchmarks: 4

Links

Tasks

10-shot image generation Semantic Segmentation