Repeater Prediction on Avs
0.5331ROC AUCTabPFNv2.5
Evaluation Results
| Method | Links | |
|---|---|---|
| TabPFNv2.5Context Size=1282026.03 | 0.5331 | |
| RDB-PFNContext Size=1282026.03 | 0.5329 | |
| MitraContext Size=1282026.03 | 0.5323 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 0.532 | |
| TabPFNv2Context Size=1282026.03 | 0.5304 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 0.5259 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 0.525 | |
| Random ForestContext Size=1282026.03 | 0.5234 | |
| TabICLv1.1Context Size=1282026.03 | 0.5214 | |
| TabICLv1Context Size=1282026.03 | 0.5209 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 0.5204 | |
| RDBPFNContext Size=642026.03 | 0.5172 | |
| TabPFNv2Context Size=642026.03 | 0.5168 | |
| TabPFNv2.5Context Size=642026.03 | 0.5161 | |
| XGBoostContext Size=1282026.03 | 0.5154 | |
| LimiX2mContext Size=642026.03 | 0.5144 | |
| MitraContext Size=642026.03 | 0.5143 | |
| AutoGluonContext Size=1282026.03 | 0.5137 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 0.5133 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 0.5124 | |
| Random ForestContext Size=642026.03 | 0.5115 | |
| TabICLv1Context Size=642026.03 | 0.5105 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 0.5105 | |
| LimiX16mContext Size=642026.03 | 0.5092 | |
| LimiX16m-1estimatorContext Size=642026.03 | 0.5067 | |
| AutoGluonContext Size=642026.03 | 0.5059 | |
| XGBoostContext Size=642026.03 | 0.5049 | |
| TabICLv1.1Context Size=642026.03 | 0.5047 | |
| RDBPFN_single_tableContext Size=642026.03 | 0.5007 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 0.4991 |