Classification on Musk2 downstream
96.4Balanced AccuracyOriginal Query
Evaluation Results
| Method | Links | |
|---|---|---|
| Original QueryPercentage of non-corrupted features=100%2023.12 | 96.4 | |
| MeanPercentage of non-corrupted features=100%2023.12 | 96.1 | |
| Original QueryPercentage of non-corrupted features=50%2023.12 | 96 | |
| DataFixPercentage of non-corrupted features=100%2023.12 | 95.7 | |
| DDPercentage of non-corrupted features=100%2023.12 | 95.6 | |
| INBPercentage of non-corrupted features=100%2023.12 | 95.4 | |
| DataFixPercentage of non-corrupted features=50%2023.12 | 95.3 | |
| MeanPercentage of non-corrupted features=50%2023.12 | 95.2 | |
| Original QueryPercentage of non-corrupted features=0%2023.12 | 95.1 | |
| INBPercentage of non-corrupted features=50%2023.12 | 95 | |
| DDPercentage of non-corrupted features=50%2023.12 | 95 | |
| HyperImputePercentage of non-corrupted features=100%2023.12 | 94.5 | |
| MissForestPercentage of non-corrupted features=100%2023.12 | 94.4 | |
| GAINPercentage of non-corrupted features=100%2023.12 | 93.9 | |
| LRPercentage of non-corrupted features=100%2023.12 | 93.8 | |
| ICEPercentage of non-corrupted features=50%2023.12 | 93.7 | |
| ICEPercentage of non-corrupted features=100%2023.12 | 93.7 | |
| MIRACLEPercentage of non-corrupted features=100%2023.12 | 93.7 | |
| SinkhornPercentage of non-corrupted features=100%2023.12 | 93.6 | |
| KNNPercentage of non-corrupted features=100%2023.12 | 93.4 | |
| LRPercentage of non-corrupted features=50%2023.12 | 93.2 | |
| HyperImputePercentage of non-corrupted features=50%2023.12 | 93.2 | |
| KNNPercentage of non-corrupted features=50%2023.12 | 92.5 | |
| SinkhornPercentage of non-corrupted features=50%2023.12 | 92.4 | |
| MIRACLEPercentage of non-corrupted features=50%2023.12 | 92 | |
| MLPPercentage of non-corrupted features=100%2023.12 | 91.1 | |
| GAINPercentage of non-corrupted features=50%2023.12 | 91 | |
| MissForestPercentage of non-corrupted features=50%2023.12 | 90.8 | |
| MLPPercentage of non-corrupted features=50%2023.12 | 90.7 | |
| DataFixPercentage of non-corrupted features=0%2023.12 | 90.2 | |
| LRPercentage of non-corrupted features=0%2023.12 | 87.1 | |
| HyperImputePercentage of non-corrupted features=0%2023.12 | 86.3 | |
| ICEPercentage of non-corrupted features=0%2023.12 | 84.8 | |
| SoftImputePercentage of non-corrupted features=100%2023.12 | 83.6 | |
| MIRACLEPercentage of non-corrupted features=0%2023.12 | 82.8 | |
| SinkhornPercentage of non-corrupted features=0%2023.12 | 81.8 | |
| MLPPercentage of non-corrupted features=0%2023.12 | 81.7 | |
| KNNPercentage of non-corrupted features=0%2023.12 | 81.5 | |
| INBPercentage of non-corrupted features=0%2023.12 | 81.2 | |
| MissForestPercentage of non-corrupted features=0%2023.12 | 77.9 | |
| SoftImputePercentage of non-corrupted features=50%2023.12 | 62 | |
| DDPercentage of non-corrupted features=0%2023.12 | 57.6 | |
| GAINPercentage of non-corrupted features=0%2023.12 | 57.4 | |
| MeanPercentage of non-corrupted features=0%2023.12 | 50 | |
| SoftImputePercentage of non-corrupted features=0%2023.12 | 49.3 |