Data Imputation on Housing
0.0948MAERemasker
Evaluation Results
| Method | Links | |
|---|---|---|
| RemaskerApproach=Statistic & Deep Learning2024.10 | 0.0948 | |
| LLM-ForestApproach=LLM-based2024.10 | 0.1026 | |
| LLM-TreeApproach=LLM-based2024.10 | 0.1074 | |
| MICEApproach=Statistic & Deep Learning2024.10 | 0.1115 | |
| KNNApproach=Statistic & Deep Learning2024.10 | 0.113 | |
| Chain-of-ThoughtApproach=LLM-based2024.10 | 0.1212 | |
| LLM-zeroApproach=LLM-based2024.10 | 0.1226 | |
| HyperimputeApproach=Statistic & Deep Learning2024.10 | 0.1315 | |
| TDMApproach=Statistic & Deep Learning2024.10 | 0.1376 | |
| GAINApproach=Statistic & Deep Learning2024.10 | 0.1381 | |
| MiracleApproach=Statistic & Deep Learning2024.10 | 0.1655 | |
| Mean ImputationApproach=Statistic & Deep Learning2024.10 | 0.1847 | |
| Mode ImputationApproach=Statistic & Deep Learning2024.10 | 0.2308 | |
| GRAPEApproach=Statistic & Deep Learning2024.10 | 0.2493 |