Tabular Regression on 21 Regression Datasets
0.111Mean NMAEOurs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OursSetting=32-shot2025.10 | 0.111 | 3.1 | |
| TabPFNSetting=32-shot2025.10 | 0.1119 | 2 | |
| TabPFNSetting=16-shot2025.10 | 0.1309 | 3.71 | |
| OursSetting=0-shot2025.10 | 0.1614 | 8.19 | |
| XGBoostSetting=32-shot2025.10 | 0.1744 | 9.19 | |
| TabPFNSetting=4-shot2025.10 | 0.199 | 12.52 | |
| Qwen2.5-7BSetting=0-shot2025.10 | 0.2021 | 11.05 | |
| XGBoostSetting=16-shot2025.10 | 0.2277 | 10.33 | |
| DS-R1Setting=0-shot2025.10 | 0.2329 | 7.24 | |
| Qwen3-32BSetting=0-shot2025.10 | 0.237 | 9.86 | |
| Qwen3-8BSetting=0-shot2025.10 | 0.2409 | 10.81 | |
| XGBoostSetting=4-shot2025.10 | 0.2492 | 13.14 | |
| Qwen3-235BSetting=0-shot2025.10 | 0.2544 | 7.24 | |
| Qwen2.5-32BSetting=0-shot2025.10 | 0.3146 | 10.76 | |
| DS-0528Setting=0-shot2025.10 | 2.3435 | 13.1 |