User Churn Prediction on Rel Hm
69.3ROC-AUCRelGT
Evaluation results
| Method | Links | |
|---|---|---|
| RelGT2026.03 | 69.3 | |
| K-SpaceSupervision=ST, Variant=Base2026.03 | 67.4 | |
| K-SpaceSupervision=ST, Variant=Adv. (Gradient Projection)2026.03 | 67.3 | |
| RelPrismShots=502026.05 | 67.1 | |
| TVEShots=502026.05 | 64.8 | |
| TabICLv1.1Context Size=2562026.03 | 64.73 | |
| TabPFNv2.5Context Size=2562026.03 | 64.68 | |
| TabPFNv2Context Size=2562026.03 | 64.66 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 64.26 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 63.86 | |
| MitraContext Size=2562026.03 | 63.37 | |
| LimiX2mContext Size=2562026.03 | 63.37 | |
| LimiX16mContext Size=2562026.03 | 63.27 | |
| TabICLv1Context Size=2562026.03 | 63.18 | |
| TabPFNv2Context Size=1282026.03 | 63.1 | |
| TabICLv1.1Context Size=1282026.03 | 63.01 | |
| TabPFNv2.5Context Size=1282026.03 | 62.84 | |
| RDBPFNContext Size=2562026.03 | 62.79 | |
| TabPFNv2Context Size=642026.03 | 62.39 | |
| TabPFNv2.5Context Size=642026.03 | 62.21 | |
| K-SpaceSupervision=ALL, Variant=Adv. (Gradient Projection)2026.03 | 62.2 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 62.14 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 61.84 | |
| TabICLv1Context Size=1282026.03 | 61.74 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 61.73 | |
| RDB-PFNContext Size=1282026.03 | 61.59 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 60.91 | |
| Random ForestContext Size=642026.03 | 60.87 | |
| LimiX16mContext Size=642026.03 | 60.84 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 60.82 | |
| RDBPFNContext Size=642026.03 | 60.73 | |
| TabICLv1Context Size=642026.03 | 60.67 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 60.58 | |
| Random ForestContext Size=1282026.03 | 60.23 | |
| K-SpaceSupervision=ALL, Variant=Base2026.03 | 60.2 | |
| LimiX2mContext Size=642026.03 | 60.07 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 59.93 | |
| RDBPFN_single_tableContext Size=2562026.03 | 59.8 | |
| LimiX16m-1estimatorContext Size=642026.03 | 59.75 | |
| MitraContext Size=1282026.03 | 59.53 | |
| TabICLv1.1Context Size=642026.03 | 58.93 | |
| XGBoostContext Size=642026.03 | 58.9 | |
| MitraContext Size=642026.03 | 58.78 | |
| AutoGluonContext Size=2562026.03 | 58.73 | |
| XGBoostContext Size=1282026.03 | 58.71 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 58.46 | |
| RTShots=502026.05 | 58.3 | |
| GriffinShots=502026.05 | 58.2 | |
| Random ForestContext Size=2562026.03 | 57.87 | |
| AutoGluonContext Size=642026.03 | 57.35 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 57.32 | |
| XGBoostContext Size=2562026.03 | 56.96 | |
| RDBPFN_single_tableContext Size=642026.03 | 56.18 | |
| AutoGluonContext Size=1282026.03 | 56.04 | |
| RelGNNShots=502026.05 | 55.6 | |
| RelGTShots=502026.05 | 55.4 | |
| K-SpaceSupervision=CD, Variant=Base2026.03 | 54.6 | |
| GraphMAEShots=502026.05 | 52.4 | |
| STUNTShots=502026.05 | 51.9 | |
| LightGBMShots=502026.05 | 51.4 | |
| K-SpaceSupervision=CD, Variant=Adv. (Gradient Projection)2026.03 | 49.6 | |
| GraphCLShots=502026.05 | 48.2 |