User Engagement Prediction on Rel Stack
90.5ROC-AUCRelGT
Evaluation results
| Method | Links | |
|---|---|---|
| RelGT2026.03 | 90.5 | |
| K-SpaceSupervision=ST, Variant=Adv. (Gradient Projection)2026.03 | 84.4 | |
| TabICLv1.1Context Size=2562026.03 | 84.38 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 84.23 | |
| TabICLv1Context Size=2562026.03 | 84.12 | |
| K-SpaceSupervision=ST, Variant=Base2026.03 | 83.6 | |
| MitraContext Size=2562026.03 | 83.37 | |
| LimiX2mContext Size=2562026.03 | 82.95 | |
| Random ForestContext Size=2562026.03 | 82.79 | |
| RDBPFNContext Size=2562026.03 | 82.55 | |
| TabPFNv2.5Context Size=2562026.03 | 82.54 | |
| LimiX16mContext Size=2562026.03 | 81.97 | |
| K-SpaceSupervision=ALL, Variant=Base2026.03 | 81.8 | |
| K-SpaceSupervision=ALL, Variant=Adv. (Gradient Projection)2026.03 | 81.8 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 81.67 | |
| TabPFNv2Context Size=2562026.03 | 81.53 | |
| TabICLv1Context Size=1282026.03 | 81.05 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 80.95 | |
| K-SpaceSupervision=WD, Variant=Base2026.03 | 80.9 | |
| MitraContext Size=642026.03 | 80.15 | |
| TabICLv1Context Size=642026.03 | 79.95 | |
| TabICLv1.1Context Size=1282026.03 | 79.9 | |
| K-SpaceSupervision=WD, Variant=Adv. (Gradient Projection)2026.03 | 79.9 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 79.82 | |
| TabICLv1.1Context Size=1282026.03 | 79.74 | |
| Random ForestContext Size=1282026.03 | 79.43 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 79.27 | |
| LimiX16mContext Size=642026.03 | 78.9 | |
| TabICLv1Context Size=1282026.03 | 78.82 | |
| TabICLv1.1Context Size=642026.03 | 78.75 | |
| LimiX2mContext Size=642026.03 | 78.74 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 78.64 | |
| XGBoostContext Size=2562026.03 | 78.19 | |
| MitraContext Size=1282026.03 | 78.15 | |
| RDB-PFNContext Size=1282026.03 | 78.03 | |
| MitraContext Size=1282026.03 | 77.94 | |
| LimiX16m-1estimatorContext Size=642026.03 | 77.9 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 77.89 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 77.68 | |
| TabPFNv2.5Context Size=642026.03 | 76.74 | |
| Random ForestContext Size=642026.03 | 76.54 | |
| TabPFNv2Context Size=642026.03 | 76.45 | |
| RDBPFN_single_tableContext Size=2562026.03 | 76.14 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 76.07 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 76.06 | |
| RDBPFNContext Size=642026.03 | 75.99 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 75.95 | |
| Random ForestContext Size=1282026.03 | 75.95 | |
| TabPFNv2Context Size=1282026.03 | 75.69 | |
| TabPFNv2.5Context Size=1282026.03 | 75.69 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 75.35 | |
| TabPFNv2.5Context Size=1282026.03 | 75.07 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 74.87 | |
| RDB-PFNContext Size=1282026.03 | 74.64 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 74.25 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 74.04 | |
| K-SpaceSupervision=CD, Variant=Adv. (Gradient Projection)2026.03 | 73.9 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 73.85 | |
| TabPFNv2Context Size=1282026.03 | 73.56 | |
| XGBoostContext Size=1282026.03 | 72.75 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 72.67 | |
| RDBPFN_single_tableContext Size=642026.03 | 72.2 | |
| AutoGluonContext Size=2562026.03 | 71.31 | |
| K-SpaceSupervision=CD, Variant=Base2026.03 | 64.7 | |
| XGBoostContext Size=1282026.03 | 64.54 | |
| XGBoostContext Size=642026.03 | 63.31 | |
| AutoGluonContext Size=1282026.03 | 62.89 | |
| AutoGluonContext Size=1282026.03 | 59.54 | |
| AutoGluonContext Size=642026.03 | 53.83 |