Data Imputation on Credit-g
54.46AccuracyLLM-Forest
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM-ForestApproach=LLM-based2024.10 | 54.46 | |
| KNNApproach=Statistic & Deep Learning2024.10 | 54.15 | |
| LLM-TreeApproach=LLM-based2024.10 | 54.08 | |
| Mode ImputationApproach=Statistic & Deep Learning2024.10 | 53.49 | |
| GAINApproach=Statistic & Deep Learning2024.10 | 53.49 | |
| GRAPEApproach=Statistic & Deep Learning2024.10 | 53.48 | |
| Chain-of-ThoughtApproach=LLM-based2024.10 | 45.63 | |
| MICEApproach=Statistic & Deep Learning2024.10 | 44 | |
| TDMApproach=Statistic & Deep Learning2024.10 | 42.52 | |
| HyperimputeApproach=Statistic & Deep Learning2024.10 | 41.11 | |
| RemaskerApproach=Statistic & Deep Learning2024.10 | 36.26 | |
| LLM-zeroApproach=LLM-based2024.10 | 36.12 | |
| MiracleApproach=Statistic & Deep Learning2024.10 | 35.73 |