Tabular Classification on 50 classification datasets
84.36Mean AccuracyPRPO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRPOEvaluation Setting=Fully Supervised2025.10 | 84.36 | 2.08 | |
| TabPFNEvaluation Setting=Fully Supervised2025.10 | 84.13 | 2.18 | |
| XGBoostEvaluation Setting=Fully Supervised2025.10 | 82.34 | 2.48 | |
| Qwen2.5-32BEvaluation Setting=Zero-Shot2025.10 | 66.78 | 5.04 | |
| Qwen2.5-7BEvaluation Setting=Zero-Shot2025.10 | 64.09 | 5.28 | |
| Qwen3-8BEvaluation Setting=Zero-Shot2025.10 | 61.96 | 5.28 | |
| DS-0528Evaluation Setting=Zero-Shot2025.10 | 61.87 | 5.5 | |
| Qwen3-235BEvaluation Setting=Zero-Shot2025.10 | 61.75 | 5.1 | |
| Qwen3-32BEvaluation Setting=Zero-Shot2025.10 | 59.86 | 5.34 | |
| DS-R1Evaluation Setting=Zero-Shot2025.10 | 56.08 | 5.84 |