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ResearchFormerly WizWand

Churn Prediction on Amazon

0.6751ROC-AUCLimiX
0.5616360.5910930.620550.650007Mar 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
LimiXContext Size=128, Parameters=2m2026.030.6751
RDB-PFNContext Size=128, Mode=single table2026.030.6675
TabICLv1Context Size=1282026.030.667
TabPFNv2Context Size=1282026.030.6609
LimiX2mContext Size=642026.030.6537
TabICLv1.1Context Size=128, Estimators=12026.030.6476
TabICLv1Context Size=642026.030.6468
TabICLv1.1Context Size=1282026.030.6426
MitraContext Size=1282026.030.6421
RDB-PFNContext Size=1282026.030.6408
RDBPFNContext Size=642026.030.6286
TabICLv1.1-1estimatorContext Size=642026.030.6276
TabPFNv2Context Size=642026.030.6265
RDBPFN_single_tableContext Size=642026.030.6241
LimiXContext Size=128, Parameters=16m2026.030.6241
LimiX16mContext Size=642026.030.6234
TabICLv1.1Context Size=642026.030.6215
LimiX16m-1estimatorContext Size=642026.030.617
AutoGluonContext Size=1282026.030.6071
LimiXContext Size=128, Parameters=16m, Estimators=12026.030.6051
Random ForestContext Size=642026.030.6036
Random ForestContext Size=1282026.030.603
TabPFNv2.5Context Size=642026.030.5976
TabPFNv2.5Context Size=1282026.030.5854
MitraContext Size=642026.030.5828
AutoGluonContext Size=642026.030.5818
XGBoostContext Size=1282026.030.5801
TabPFNv2.5Context Size=128, Estimators=12026.030.5783
XGBoostContext Size=642026.030.5757
TabPFNv2.5-1estimatorContext Size=642026.030.566