Credit Default
Benchmarks
TaskDatasetSOTA resultTrendResults
Credit Default 60% MCAR
0.249Time (s)
23
Credit Default 40% MCAR
0.481Inference Time (s)
23
Credit Default 20% MCAR
0.624Execution Time (s)
23
Credit Default MAR 60% Missing
4.4Inference Time (s)
14
Credit Default 40% Missing (MAR)
4.9Inference Time (s)
14
Credit Default MAR 20% Missing
5.15Inference Time (s)
14
Credit Default MAR (test)
81.17Accuracy
9
Credit Default MNAR
81.02Accuracy
8
Credit Default MNAR 20% (test)
81.15Accuracy (%)
7
Credit Default MCAR injected (test)
80.75Ground Truth Accuracy
6
Credit Default MNAR 60% (test)
81.04Accuracy (%)
6
Credit Default MNAR 40% (test)
2.2Inference Time (s)
5
Credit default
1.02RE vs. Random
3
Credit Default
87Column Fidelity
2
Credit Default (CR)
13.44Latency (0ms)
2