CTR Prediction on Diginetica
66.04ROC-AUCRDBPFN_single_table
Evaluation results
| Method | Links | |
|---|---|---|
| RDBPFN_single_tableContext Size=642026.03 | 66.04 | |
| LimiX16m-1estimatorContext Size=642026.03 | 64.95 | |
| MitraContext Size=642026.03 | 64.34 | |
| LimiX16mContext Size=642026.03 | 62.77 | |
| TabPFNv2.5Context Size=642026.03 | 61.05 | |
| LimiX2mContext Size=642026.03 | 60.73 | |
| TabPFNv2Context Size=642026.03 | 60.34 | |
| RDBPFNContext Size=642026.03 | 60.28 | |
| TabICLv1Context Size=642026.03 | 59.95 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 58.59 | |
| Random ForestContext Size=642026.03 | 57.92 | |
| TabICLv1.1Context Size=642026.03 | 57.07 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 52.7 | |
| XGBoostContext Size=642026.03 | 50 | |
| AutoGluonContext Size=642026.03 | 50 | |
| RDBPFN_single_tableContext Size=2562026.03 | 0.6595 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 0.6577 | |
| MitraContext Size=2562026.03 | 0.6576 | |
| RDBPFNContext Size=2562026.03 | 0.6566 | |
| LimiX16mContext Size=2562026.03 | 0.6536 | |
| MitraContext Size=1282026.03 | 0.6481 | |
| LimiX2mContext Size=2562026.03 | 0.6441 | |
| TabPFNv2Context Size=2562026.03 | 0.6422 | |
| RDB-PFNContext Size=1282026.03 | 0.6398 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 0.6391 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 0.6351 | |
| TabICLv1Context Size=2562026.03 | 0.6341 | |
| TabPFNv2.5Context Size=2562026.03 | 0.6292 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 0.6197 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 0.6193 | |
| TabICLv1Context Size=1282026.03 | 0.6093 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 0.5942 | |
| TabPFNv2Context Size=1282026.03 | 0.5929 | |
| TabPFNv2.5Context Size=1282026.03 | 0.5831 | |
| Random ForestContext Size=2562026.03 | 0.5826 | |
| TabICLv1.1Context Size=2562026.03 | 0.579 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 0.5772 | |
| TabICLv1.1Context Size=1282026.03 | 0.5729 | |
| XGBoostContext Size=2562026.03 | 0.5697 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 0.5536 | |
| XGBoostContext Size=1282026.03 | 0.5486 | |
| Random ForestContext Size=1282026.03 | 0.54 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 0.5243 | |
| AutoGluonContext Size=2562026.03 | 0.5173 | |
| AutoGluonContext Size=1282026.03 | 0.4972 |