Research domain
Tabular & Time Series
Classification4,964 benchmarks · 1,706 papersRegression2,117 benchmarks · 491 papersClustering1,657 benchmarks · 307 papersAnomaly Detection1,531 benchmarks · 601 papersTime Series Forecasting1,343 benchmarks · 337 papersBinary Classification939 benchmarks · 322 papersOut-of-Distribution Detection832 benchmarks · 276 papersRecommendation712 benchmarks · 308 papersOOD Detection561 benchmarks · 168 papersTime-series classification466 benchmarks · 111 papersCausal Discovery462 benchmarks · 105 papersSequential Recommendation451 benchmarks · 191 papersTrajectory Prediction409 benchmarks · 223 papersClass-incremental learning381 benchmarks · 149 papersTabular Classification356 benchmarks · 72 papersMulti-Label Classification339 benchmarks · 151 papersMultivariate Time-series Forecasting305 benchmarks · 103 papersForecasting304 benchmarks · 126 papersFew-shot classification266 benchmarks · 178 papersDensity Estimation255 benchmarks · 70 papersOutlier Detection253 benchmarks · 24 papersGenerative Modeling227 benchmarks · 111 papersConformal Prediction219 benchmarks · 55 papersTime Series Anomaly Detection217 benchmarks · 46 papersMulti-class classification207 benchmarks · 101 papersSurvival Analysis176 benchmarks · 66 papersLong-term forecasting163 benchmarks · 70 papersIntrusion Detection162 benchmarks · 68 papersCTR Prediction162 benchmarks · 98 papersMultivariate Time Series Classification155 benchmarks · 41 papersSurvival Prediction148 benchmarks · 89 papersTime Series Imputation146 benchmarks · 33 papers