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ResearchFormerly WizWand

Driver DNF Prediction on Rel F1

0.759ROC-AUCRelGT
0.352360.457930.56350.66907Mar 4, 2026Mar 17, 2026Mar 30, 2026Apr 12, 2026Apr 25, 2026May 8, 2026May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RelGT2026.030.759
RelPrism2026.050.756
RelGT2026.050.749
RelGNN2026.050.746
K-SpaceSupervision=ST, Variant=Base2026.030.735
K-SpaceSupervision=ST, Variant=Adv. (Gradient Projection)2026.030.729
TabPFNv2.5-1estimatorContext Size=2562026.030.7173
RDBPFNContext Size=2562026.030.7171
TabICLv1.1-1estimatorContext Size=2562026.030.7155
TabICLv1.1-1estimatorContext Size=642026.030.7151
TabICLv1.1Context Size=642026.030.7141
TabICLv1.1Context Size=2562026.030.7137
TabPFNv2.5Context Size=2562026.030.7135
MitraContext Size=1282026.030.7125
TabPFNv2Context Size=2562026.030.7113
TabICLv1Context Size=2562026.030.7107
TabICLv1.1Context Size=1282026.030.7088
MitraContext Size=2562026.030.7075
LimiX16mContext Size=642026.030.7069
MitraContext Size=642026.030.7068
TabICLv1.1Context Size=128, Estimators=12026.030.7057
Random ForestContext Size=642026.030.7049
LimiX16m-1estimatorContext Size=642026.030.7026
K-SpaceSupervision=WD, Variant=Adv. (Gradient Projection)2026.030.702
TabICLv1Context Size=1282026.030.7019
LimiX2mContext Size=2562026.030.7004
RDB-PFNContext Size=1282026.030.7
Random ForestContext Size=1282026.030.6999
TabPFNv2.5Context Size=128, Estimators=12026.030.6985
TabPFNv2.5-1estimatorContext Size=642026.030.6967
TabPFNv2Context Size=1282026.030.6966
LimiX16mContext Size=2562026.030.696
TabPFNv2Context Size=642026.030.6952
TabPFNv2.5Context Size=642026.030.6948
LimiXContext Size=128, Parameters=2m2026.030.6946
TabPFNv2.5Context Size=1282026.030.6945
Random ForestContext Size=2562026.030.6941
XGBoostContext Size=642026.030.6937
RDBPFNContext Size=642026.030.6932
AutoGluonContext Size=1282026.030.6932
TabICLv1Context Size=642026.030.6909
LimiX2mContext Size=642026.030.6892
LimiXContext Size=128, Parameters=16m2026.030.6839
LimiX16m-1estimatorContext Size=2562026.030.6799
AutoGluonContext Size=2562026.030.6797
LimiXContext Size=128, Parameters=16m, Estimators=12026.030.6765
XGBoostContext Size=1282026.030.6757
XGBoostContext Size=2562026.030.6728
AutoGluonContext Size=642026.030.6653
RelPrismShots=502026.050.649
K-SpaceSupervision=CD, Variant=Base2026.030.645
GriffinShots=502026.050.633
RTShots=502026.050.629
RDB-PFNContext Size=128, Mode=single table2026.030.6242
RDBPFN_single_tableContext Size=2562026.030.6126
K-SpaceSupervision=ALL, Variant=Base2026.030.609
RDBPFN_single_tableContext Size=642026.030.6063
LightGBMShots=502026.050.604
TVEShots=502026.050.569
GraphCLShots=502026.050.566
RelGTShots=502026.050.55
RelGNNShots=502026.050.536
STUNTShots=502026.050.519
GraphMAEShots=502026.050.512
K-SpaceSupervision=CD, Variant=Adv. (Gradient Projection)2026.030.447
K-SpaceSupervision=ALL, Variant=Adv. (Gradient Projection)2026.030.446
K-SpaceSupervision=WD, Variant=Base2026.030.368