User Clicks Prediction on Rel Avito
68.3ROC-AUCRelGT
Evaluation Results
| Method | Links | |
|---|---|---|
| RelGT2026.03 | 68.3 | |
| K-SpaceSupervision=ST, Variant=Base2026.03 | 64.6 | |
| K-SpaceSupervision=ST, Variant=Adv. (Gradient Projection)2026.03 | 64.6 | |
| K-SpaceSupervision=WD, Variant=Adv. (Gradient Projection)2026.03 | 63.5 | |
| RDBPFNContext Size=2562026.03 | 62.47 | |
| TabPFNv2.5Context Size=2562026.03 | 61.31 | |
| TabICLv1Context Size=2562026.03 | 60.51 | |
| TabPFNv2Context Size=2562026.03 | 60.47 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 60.29 | |
| RDBPFNContext Size=2562026.03 | 59.68 | |
| LimiX16mContext Size=2562026.03 | 59.65 | |
| TabICLv1.1Context Size=2562026.03 | 59.1 | |
| RDBPFN_single_tableContext Size=2562026.03 | 59 | |
| LimiX2mContext Size=2562026.03 | 58.99 | |
| TabICLv1.1Context Size=2562026.03 | 58.79 | |
| AutoGluonContext Size=2562026.03 | 58.68 | |
| TabPFNv2Context Size=2562026.03 | 58.56 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 58.34 | |
| MitraContext Size=2562026.03 | 58.12 | |
| LimiX16mContext Size=642026.03 | 58.02 | |
| MitraContext Size=642026.03 | 57.97 | |
| RDBPFN_single_tableContext Size=642026.03 | 57.96 | |
| LimiX16m-1estimatorContext Size=642026.03 | 57.92 | |
| TabPFNv2.5Context Size=1282026.03 | 57.88 | |
| TabPFNv2Context Size=1282026.03 | 57.82 | |
| K-SpaceSupervision=CD, Variant=Base2026.03 | 57.7 | |
| TabICLv1Context Size=2562026.03 | 57.64 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 57.6 | |
| TabICLv1Context Size=1282026.03 | 57.58 | |
| Random ForestContext Size=642026.03 | 57.43 | |
| TabPFNv2.5Context Size=642026.03 | 57.34 | |
| Random ForestContext Size=2562026.03 | 57.28 | |
| K-SpaceSupervision=ALL, Variant=Base2026.03 | 57.2 | |
| RDBPFN_single_tableContext Size=2562026.03 | 57.12 | |
| TabPFNv2Context Size=642026.03 | 57.08 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 57 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 56.91 | |
| RDBPFNContext Size=642026.03 | 56.74 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 56.42 | |
| TabICLv1Context Size=642026.03 | 56.41 | |
| XGBoostContext Size=1282026.03 | 56.35 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 56.34 | |
| LimiX2mContext Size=642026.03 | 56.33 | |
| XGBoostContext Size=2562026.03 | 56.31 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 56.23 | |
| RDB-PFNContext Size=1282026.03 | 56.05 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 56.03 | |
| TabICLv1.1Context Size=642026.03 | 56.01 | |
| TabICLv1.1Context Size=1282026.03 | 55.88 | |
| TabPFNv2.5Context Size=2562026.03 | 55.85 | |
| Random ForestContext Size=1282026.03 | 55.78 | |
| MitraContext Size=1282026.03 | 55.76 | |
| RDB-PFNContext Size=1282026.03 | 55.72 | |
| MitraContext Size=2562026.03 | 54.98 | |
| MitraContext Size=1282026.03 | 54.96 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 54.89 | |
| AutoGluonContext Size=1282026.03 | 54.77 | |
| LimiX2mContext Size=2562026.03 | 54.53 | |
| TabICLv1.1Context Size=1282026.03 | 54.08 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 54 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 53.93 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 53.61 | |
| K-SpaceSupervision=ALL, Variant=Adv. (Gradient Projection)2026.03 | 53.6 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 53.51 | |
| LimiX16mContext Size=2562026.03 | 53.51 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 53.12 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 52.77 | |
| TabPFNv2Context Size=1282026.03 | 52.64 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 52.52 | |
| Random ForestContext Size=2562026.03 | 52.5 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 52.48 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 52.19 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 52.01 | |
| TabICLv1Context Size=1282026.03 | 51.99 | |
| TabPFNv2.5Context Size=1282026.03 | 50.83 | |
| XGBoostContext Size=2562026.03 | 50.63 | |
| AutoGluonContext Size=2562026.03 | 50.06 | |
| AutoGluonContext Size=642026.03 | 49.79 | |
| AutoGluonContext Size=1282026.03 | 49.22 | |
| XGBoostContext Size=1282026.03 | 49.05 | |
| XGBoostContext Size=642026.03 | 48.84 | |
| Random ForestContext Size=1282026.03 | 47.54 | |
| K-SpaceSupervision=CD, Variant=Adv. (Gradient Projection)2026.03 | 41.6 | |
| K-SpaceSupervision=WD, Variant=Base2026.03 | 37.8 |