Tuadromd
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Tuadromd 60% MCAR | Inference Time (s)0.034 | 23 | |
| Classification | Tuadromd 40% MCAR | Inference Time (s)0.306 | 23 | |
| Classification | Tuadromd 20% MCAR | Inference Time (s)0.404 | 23 | |
| Logistic Regression Classification | Tuadromd 60% Missing (MAR) | Inference Time (s)0.48 | 14 | |
| Logistic Regression Classification | Tuadromd MAR 40% Missing | Inference Time (s)0.73 | 14 | |
| Logistic Regression Classification | Tuadromd MAR 20% Missing | Inference Time (s)1.06 | 14 | |
| Classification | Tuadromd MAR (test) | Accuracy98.74 | 9 | |
| Classification | Tuadromd MNAR | Accuracy98.54 | 9 | |
| Classification | Tuadromd 60% MAR | Accuracy98.82 | 8 | |
| Classification | Tuadromd 40% MAR | Accuracy98.8 | 8 | |
| Classification | Tuadromd 20% MAR | Accuracy (%)98.81 | 8 | |
| Classification | Tuadromd MCAR injected (test) | Ground Truth Accuracy98.43 | 5 | |
| Classification | Tuadromd 60% MNAR | Accuracy98.32 | 3 | |
| Classification | Tuadromd 40% MNAR | Accuracy98.38 | 3 | |
| Classification | Tuadromd 20% MNAR | Accuracy98.71 | 3 |
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