TabReD
Benchmarks
TaskDatasetSOTA resultTrendResults
TabReD
2.3Rank
33
TabReD (original temporal splits)
96.34HI AUC
17
TabReD (random split)
0.964HI
17
TabReD
96.35Accuracy (Homesite Insurance)
15
TabReD Regression
0.229Sberbank Housing Score
14
TabRed weather
1.39RMSE
10
TabRed delivery-eta
0.537RMSE
10
TabRed sberbank-housing
0.254RMSE
6
TabRed maps-routing
0.162RMSE
6
TabRed cooking-time
0.466RMSE
6
TabRed homesite-insurance
0.961AUC
6
TabRed homecredit-default
84.13AUC
6
TabReD Cooking time 9.1M (temporal)
0.476RMSE
4
TabReD Delivery eta 11.2M (temporal)
0.54RMSE
4
TabReD Weather (test)
1.453RMSE
4
TabReD Delivery-ETA (test)
0.98Mean Off-Diagonal Correlation
1
TabReD Weather (test)
0.97Mean Off-Diagonal Correlation
1