Regression on 4 Specific Tabular Datasets
1.75Avg RankpTNAS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| pTNASType=NAS, Tmax=10s2024.03 | 1.75 | 98.91 | |
| FTTransType=DTM2024.03 | 4.13 | 94.71 | |
| DNNType=DTM2024.03 | 5.25 | 93.43 | |
| CatBoostType=CM2024.03 | 5.5 | 92.46 | |
| ARM-NetType=DTM2024.03 | 5.5 | 94.5 | |
| LightGBMType=CM2024.03 | 5.63 | 95.78 | |
| TabNASType=NAS, Tmax=10s2024.03 | 6.5 | 93.7 | |
| DeepFMType=DTM2024.03 | 7.5 | 92.14 | |
| EA-NASType=NAS, Tmax=10s2024.03 | 9 | 84.88 | |
| TabPFNType=TFM2024.03 | 9.88 | 85.76 | |
| BGEType=LLM2024.03 | 10.5 | 78.65 | |
| RFType=CM2024.03 | 10.63 | 83.38 | |
| LRType=CM2024.03 | 12.25 | 79.59 | |
| NomicType=LLM2024.03 | 12.25 | 65.35 | |
| TP-BERTaType=LLM2024.03 | 13.75 | 62.96 |