Research domain
Tabular & Time Series
Multiclass Classification145 benchmarks · 56 papersImputation140 benchmarks · 34 papersTabular Data Generation132 benchmarks · 19 papersOperator learning129 benchmarks · 30 papersDomain Adaptation128 benchmarks · 103 papersProbabilistic Forecasting119 benchmarks · 37 papersCalibration115 benchmarks · 53 papersProbabilistic time series forecasting114 benchmarks · 20 papersDimensionality Reduction109 benchmarks · 16 papersTabular Data Synthesis109 benchmarks · 22 papersLong-term time-series forecasting106 benchmarks · 90 papersParameter Estimation102 benchmarks · 30 papersTime-series generation102 benchmarks · 23 papersState estimation98 benchmarks · 33 papersFeature Selection95 benchmarks · 19 papersEEG Classification92 benchmarks · 37 papersTraffic Forecasting90 benchmarks · 67 papersPortfolio Optimization87 benchmarks · 19 papersECG Classification86 benchmarks · 35 papersMalware Detection85 benchmarks · 32 papersFew-Shot Class-Incremental Learning82 benchmarks · 36 papersSimulation-Based Inference82 benchmarks · 12 papersIntrinsic Dimension Estimation80 benchmarks · 6 papersSleep Staging80 benchmarks · 22 papersFunction Approximation80 benchmarks · 23 papersHyperspectral Anomaly Detection79 benchmarks · 9 papersMulti-label Feature Selection77 benchmarks · 3 papersTrajectory Forecasting74 benchmarks · 35 papersLinear regression73 benchmarks · 19 papersData Assimilation73 benchmarks · 12 papersSpatio-temporal forecasting72 benchmarks · 27 papersFraud Detection72 benchmarks · 39 papers