User Churn Prediction on Amazon Rel
0.704ROC-AUCRelGT
Evaluation results
| Method | Links | |
|---|---|---|
| RelGT2026.03 | 0.704 | |
| K-SpaceSupervision=ST, Variant=Adv. (Gradient Projection)2026.03 | 0.644 | |
| K-SpaceSupervision=ST, Variant=Base2026.03 | 0.642 | |
| K-SpaceSupervision=ALL, Variant=Base2026.03 | 0.636 | |
| LimiX16mContext Size=2562026.03 | 0.6338 | |
| LimiX16m-1estimatorContext Size=2562026.03 | 0.6331 | |
| K-SpaceSupervision=ALL, Variant=Adv. (Gradient Projection)2026.03 | 0.633 | |
| TabPFNv2Context Size=2562026.03 | 0.6321 | |
| TabPFNv2.5Context Size=2562026.03 | 0.631 | |
| K-SpaceSupervision=WD, Variant=Base2026.03 | 0.631 | |
| RelPrismShots=502026.05 | 0.631 | |
| TabPFNv2.5Context Size=1282026.03 | 0.6278 | |
| TabPFNv2.5-1estimatorContext Size=2562026.03 | 0.6275 | |
| LimiX2mContext Size=2562026.03 | 0.6263 | |
| TabPFNv2Context Size=1282026.03 | 0.6261 | |
| K-SpaceSupervision=WD, Variant=Adv. (Gradient Projection)2026.03 | 0.626 | |
| K-SpaceSupervision=CD, Variant=Base2026.03 | 0.624 | |
| TVEShots=502026.05 | 0.624 | |
| TabPFNv2.5Context Size=128, Estimators=12026.03 | 0.6231 | |
| TabICLv1Context Size=2562026.03 | 0.6212 | |
| LimiXContext Size=128, Parameters=16m2026.03 | 0.6205 | |
| LimiXContext Size=128, Parameters=16m, Estimators=12026.03 | 0.6178 | |
| TabICLv1Context Size=1282026.03 | 0.6141 | |
| MitraContext Size=2562026.03 | 0.6129 | |
| LimiXContext Size=128, Parameters=2m2026.03 | 0.6122 | |
| TabICLv1.1Context Size=2562026.03 | 0.6119 | |
| RDBPFNContext Size=2562026.03 | 0.6103 | |
| TabICLv1.1-1estimatorContext Size=2562026.03 | 0.604 | |
| RDB-PFNContext Size=1282026.03 | 0.6007 | |
| TabPFNv2.5Context Size=642026.03 | 0.5973 | |
| TabICLv1.1Context Size=1282026.03 | 0.5965 | |
| TabICLv1.1Context Size=128, Estimators=12026.03 | 0.5908 | |
| TabPFNv2Context Size=642026.03 | 0.5902 | |
| MitraContext Size=1282026.03 | 0.5842 | |
| LimiX16mContext Size=642026.03 | 0.5831 | |
| Random ForestContext Size=1282026.03 | 0.5816 | |
| Random ForestContext Size=2562026.03 | 0.5812 | |
| XGBoostContext Size=2562026.03 | 0.5792 | |
| RDBPFNContext Size=642026.03 | 0.5791 | |
| RDB-PFNContext Size=128, Mode=single table2026.03 | 0.5761 | |
| LimiX16m-1estimatorContext Size=642026.03 | 0.5755 | |
| TabICLv1Context Size=642026.03 | 0.5754 | |
| AutoGluonContext Size=1282026.03 | 0.5741 | |
| TabPFNv2.5-1estimatorContext Size=642026.03 | 0.5723 | |
| LimiX2mContext Size=642026.03 | 0.5699 | |
| AutoGluonContext Size=2562026.03 | 0.5683 | |
| RDBPFN_single_tableContext Size=2562026.03 | 0.5681 | |
| XGBoostContext Size=1282026.03 | 0.5657 | |
| RelGTShots=502026.05 | 0.565 | |
| Random ForestContext Size=642026.03 | 0.5628 | |
| RTShots=502026.05 | 0.562 | |
| XGBoostContext Size=642026.03 | 0.5505 | |
| TabICLv1.1Context Size=642026.03 | 0.5468 | |
| TabICLv1.1-1estimatorContext Size=642026.03 | 0.5462 | |
| RelGNNShots=502026.05 | 0.538 | |
| RDBPFN_single_tableContext Size=642026.03 | 0.5374 | |
| AutoGluonContext Size=642026.03 | 0.5339 | |
| STUNTShots=502026.05 | 0.525 | |
| MitraContext Size=642026.03 | 0.5228 | |
| K-SpaceSupervision=CD, Variant=Adv. (Gradient Projection)2026.03 | 0.513 | |
| LightGBMShots=502026.05 | 0.501 | |
| GriffinShots=502026.05 | 0.494 | |
| GraphCLShots=502026.05 | 0.493 | |
| GraphMAEShots=502026.05 | 0.488 |