Research domain
Tabular & Time Series
Fault Diagnosis51 benchmarks · 18 papersUnsupervised Domain Adaptation51 benchmarks · 85 papersTensor completion50 benchmarks · 11 papersTabular Anomaly Detection49 benchmarks · 10 papersDisentanglement49 benchmarks · 23 papersTraffic Prediction48 benchmarks · 19 papers30-day ahead forecasting48 benchmarks · 1 papersTransferability Estimation47 benchmarks · 8 papersOff-policy Evaluation46 benchmarks · 14 papersClick-Through Rate Prediction46 benchmarks · 44 papersMisclassification Detection46 benchmarks · 16 papersSurrogate Modeling46 benchmarks · 9 papersCounterfactual Explanations46 benchmarks · 15 papersTabular Regression45 benchmarks · 14 papersMulti-task Learning45 benchmarks · 37 papersTime Series Clustering45 benchmarks · 5 papersMatrix completion44 benchmarks · 18 papersMultivariate Forecasting43 benchmarks · 63 papersSelective Classification43 benchmarks · 11 papersOnline Continual Learning41 benchmarks · 12 papersConfidence calibration41 benchmarks · 21 papersIrregular Multivariate Time Series Forecasting40 benchmarks · 3 papersTreatment Effect Estimation40 benchmarks · 15 papersBivariate Causal Discovery40 benchmarks · 6 papersMotor Imagery Classification39 benchmarks · 23 papersFairness evaluation39 benchmarks · 18 papersOnline Class-Incremental Learning39 benchmarks · 5 papersIdentifying mislabeled points38 benchmarks · 1 papersState Reconstruction38 benchmarks · 4 papersgene expression prediction38 benchmarks · 16 papersOut-of-Distribution Generalization38 benchmarks · 6 papersNetwork Intrusion Detection38 benchmarks · 20 papers