BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2001–2025 of 10033 papers

Title	Date	Tasks	Status	Score
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models	Jun 22, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Simulation-Assisted Decorrelation for Resonant Anomaly Detection	Sep 4, 2020	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing Risks	Dec 10, 2020	BIG-bench Machine LearningPrediction	CodeCode Available	5
Deep convolutional forest: a dynamic deep ensemble approach for spam detection in text	Oct 10, 2021	BIG-bench Machine LearningEnsemble Learning	CodeCode Available	5
Skill2vec: Machine Learning Approach for Determining the Relevant Skills from Job Description	Jul 31, 2017	BIG-bench Machine LearningWord Embeddings	CodeCode Available	5
Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning	Oct 8, 2019	BIG-bench Machine LearningClustering	CodeCode Available	5
Decoding Generic Visual Representations From Human Brain Activity using Machine Learning	Nov 5, 2018	BIG-bench Machine Learning	CodeCode Available	5
Decoding machine learning benchmarks	Jul 29, 2020	BIG-bench Machine Learning	CodeCode Available	5
Debugging Machine Learning Pipelines	Feb 11, 2020	BIG-bench Machine Learning	CodeCode Available	5
Accurate Fairness: Improving Individual Fairness without Trading Accuracy	May 18, 2022	BIG-bench Machine LearningFairness	CodeCode Available	5
(De)Constructing Bias on Skin Lesion Datasets	Apr 18, 2019	BIG-bench Machine Learning	CodeCode Available	5
Working women and caste in India: A study of social disadvantage using feature attribution	Apr 27, 2019	BIG-bench Machine Learning	CodeCode Available	5
DeBayes: a Bayesian Method for Debiasing Network Embeddings	Feb 26, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Soft Genetic Programming Binary Classifiers	Jan 21, 2021	BIG-bench Machine Learning	CodeCode Available	5
An Unsupervised Machine Learning Approach to Assess the ZIP Code Level Impact of COVID-19 in NYC	Jun 11, 2020	BIG-bench Machine LearningClustering	CodeCode Available	5
Correlation inference attacks against machine learning models	Dec 16, 2021	AttributeBIG-bench Machine Learning	CodeCode Available	5
Synthetic Distracted Driving (SynDD2) dataset for analyzing distracted behaviors and various gaze zones of a driver	Apr 17, 2022	BIG-bench Machine Learning	CodeCode Available	5
Double Robustness for Complier Parameters and a Semiparametric Test for Complier Characteristics	Sep 10, 2019	BIG-bench Machine Learning	CodeCode Available	5
A Higher-Order Swiss Army Infinitesimal Jackknife	Jul 28, 2019	BIG-bench Machine Learning	CodeCode Available	5
DeepFork: Supervised Prediction of Information Diffusion in GitHub	Oct 17, 2019	BIG-bench Machine LearningLink Prediction	CodeCode Available	5
Spatial machine-learning model diagnostics: a model-agnostic distance-based approach	Nov 13, 2021	BIG-bench Machine LearningDiagnostic	CodeCode Available	5
Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation	Aug 11, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	5
Data Generation for Neural Programming by Example	Nov 6, 2019	BIG-bench Machine LearningSynthetic Data Generation	CodeCode Available	5
Data-driven HR - Résumé Analysis Based on Natural Language Processing and Machine Learning	Jun 17, 2016	BIG-bench Machine Learning	CodeCode Available	5
Disparate Vulnerability to Membership Inference Attacks	Jun 2, 2019	BIG-bench Machine LearningFairness	CodeCode Available	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified