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ResearchFormerly WizWand

User Badge Prediction on Rel Stack User Badge

89ROC-AUCRelGNN
48.02458.66269.379.938Mar 4, 2026Mar 17, 2026Mar 30, 2026Apr 12, 2026Apr 25, 2026May 8, 2026May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RelGNN2026.0589
RelPrism2026.0588.4
RelGT2026.0386.3
RelGT2026.0586.1
K-SpaceSupervision=ALL, Variant=Base2026.0384.5
K-SpaceSupervision=ALL, Variant=Adv. (Gradient Projection)2026.0383.5
K-SpaceSupervision=ST, Variant=Base2026.0383.3
K-SpaceSupervision=ST, Variant=Adv. (Gradient Projection)2026.0383.3
MitraContext Size=2562026.0381.93
TabICLv1.1Context Size=2562026.0381.81
TabICLv1Context Size=2562026.0381.61
RelPrismShots=502026.0581.6
TabICLv1.1-1estimatorContext Size=2562026.0380.95
LimiX2mContext Size=2562026.0379.25
TabPFNv2.5Context Size=2562026.0379.16
LimiX16mContext Size=2562026.0379.09
RDBPFNContext Size=2562026.0378.64
Random ForestContext Size=2562026.0378.49
GriffinShots=502026.0578.4
RTShots=502026.0577.1
LimiX16m-1estimatorContext Size=2562026.0376.91
TabPFNv2.5-1estimatorContext Size=2562026.0376.3
TabPFNv2Context Size=2562026.0376.24
XGBoostContext Size=2562026.0376.09
RDBPFN_single_tableContext Size=2562026.0375.67
TVEShots=502026.0575.6
K-SpaceSupervision=CD, Variant=Base2026.0375.1
AutoGluonContext Size=2562026.0370.46
K-SpaceSupervision=CD, Variant=Adv. (Gradient Projection)2026.0369.8
K-SpaceSupervision=WD, Variant=Adv. (Gradient Projection)2026.0361
RelGTShots=502026.0557.7
STUNTShots=502026.0556.4
RelGNNShots=502026.0555.9
LightGBMShots=502026.0554.5
GraphCLShots=502026.0552.3
K-SpaceSupervision=WD, Variant=Base2026.0350.1
GraphMAEShots=502026.0549.6