CTR Prediction on Outbrain Small
0.529ROC-AUCRDBPFN
Evaluation Results
| Method | Links | |
|---|---|---|
| RDBPFNContext Size=2562026.03 | 0.529 | |
| TabPFNv2Context Size=2562026.03 | 0.5284 | |
| LimiX16mContext Size=2562026.03 | 0.528 | |
| TabPFNv2.5Context Size=2562026.03 | 0.5275 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 0.5267 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 0.5259 | |
| LimiX2mContext Size=2562026.03 | 0.5252 | |
| TabICLv1.1Context Size=2562026.03 | 0.5197 | |
| Random ForestContext Size=2562026.03 | 0.5177 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 0.5152 | |
| XGBoostContext Size=2562026.03 | 0.5142 | |
| XGBoostContext Size=642026.03 | 0.5109 | |
| TabICLv1Context Size=2562026.03 | 0.5107 | |
| RDBPFNContext Size=642026.03 | 0.5106 | |
| LimiX16mContext Size=642026.03 | 0.5105 | |
| RDBPFN_single_tableContext Size=2562026.03 | 0.5103 | |
| TabPFNv2.5Context Size=1282026.03 | 0.5098 | |
| LimiX16m-1estimatorContext Size=642026.03 | 0.5093 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 0.5083 | |
| AutoGluonContext Size=1282026.03 | 0.5082 | |
| LimiX2mContext Size=642026.03 | 0.5076 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 0.5074 | |
| Random ForestContext Size=642026.03 | 0.5073 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 0.5069 | |
| TabPFNv2.5Context Size=642026.03 | 0.5066 | |
| TabICLv1Context Size=642026.03 | 0.5066 | |
| RDBPFN_single_tableContext Size=642026.03 | 0.5064 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 0.5056 | |
| AutoGluonContext Size=2562026.03 | 0.5055 | |
| MitraContext Size=642026.03 | 0.5054 | |
| TabPFNv2Context Size=642026.03 | 0.5047 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 0.5045 | |
| TabPFNv2Context Size=1282026.03 | 0.5043 | |
| AutoGluonContext Size=642026.03 | 0.5038 | |
| TabICLv1.1Context Size=642026.03 | 0.5036 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 0.5036 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 0.5019 | |
| MitraContext Size=2562026.03 | 0.5018 | |
| TabICLv1.1Context Size=1282026.03 | 0.501 | |
| Random ForestContext Size=1282026.03 | 0.5002 | |
| XGBoostContext Size=1282026.03 | 0.4989 | |
| TabICLv1Context Size=1282026.03 | 0.4957 | |
| RDB-PFNContext Size=1282026.03 | 0.4957 | |
| MitraContext Size=1282026.03 | 0.4933 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 0.4909 |