Research domain
Tabular & Time Series
Cross-domain Recommendation71 benchmarks · 13 papersCATE estimation70 benchmarks · 19 papersRating Prediction69 benchmarks · 24 papersCausal effect estimation67 benchmarks · 23 papersDynamics Prediction66 benchmarks · 19 papersTrajectory Inference65 benchmarks · 8 papersTask-Incremental Learning65 benchmarks · 27 papersBest Arm Identification64 benchmarks · 18 papersSleep Stage Classification63 benchmarks · 30 papersSystem Identification62 benchmarks · 21 papersKnowledge Tracing62 benchmarks · 24 papersMultivariate long-term forecasting62 benchmarks · 60 papersWeather forecasting61 benchmarks · 29 papersMultivariate Time Series Anomaly Detection60 benchmarks · 15 papersImbalanced Classification59 benchmarks · 9 papersAnomaly Classification59 benchmarks · 33 papersCollaborative Filtering58 benchmarks · 26 papersUncertainty Calibration58 benchmarks · 19 papersGraph Regression58 benchmarks · 104 papersMortality Prediction56 benchmarks · 47 papersOutlier Explanation55 benchmarks · 2 papersSubspace Clustering55 benchmarks · 12 papersCausal Structure Learning53 benchmarks · 19 papersRegret Minimization52 benchmarks · 27 papersMissing Data Imputation52 benchmarks · 12 papersData Imputation52 benchmarks · 9 papersMulticlass Imbalanced Classification52 benchmarks · 1 papersSequence Classification52 benchmarks · 28 papersForce Prediction51 benchmarks · 18 papersPortfolio Management51 benchmarks · 12 papersChange Point Detection51 benchmarks · 10 papersPrecipitation nowcasting51 benchmarks · 30 papers