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ResearchFormerly WizWand

Classification on OpenML-cc18 (Average Rank Metric)

4.99Average Rank (AUC, Acc, F1)LimiX-16M
4.07210.268516.46522.6615Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LimiX-16MNumber of Parameters=16.52M2026.064.99
LimiX-2MNumber of Parameters=1.92M2026.065.83
AutoGluon2026.067.79
TabPFN-v2Number of Parameters=7.24M2026.068.56
RealMLP2026.069.36
TabICLNumber of Parameters=27.10M2026.0610.04
TabM2026.0610.75
LightGBM2026.0611.16
XGBoost2026.0611.51
ExcelFormer2026.0614.21
CatBoost2026.0614.27
ResNet2026.0614.72
RF2026.0614.89
TANGOS2026.0614.91
MitraNumber of Parameters=75.67M2026.0615.24
TabR2026.0615.83
MLP2026.0616.01
T2G-Former2026.0616.49
ET2026.0617.07
MLP-PLR2026.0617.23
ModernNCA2026.0617.47
FT-Transformer2026.0617.74
AutoInt2026.0619.87
DANets2026.0619.89
DCN-v22026.0619.94
TabCaps2026.0622.34
SNN2026.0622.49
SwitchTab2026.0623.37
TabTransformer2026.0624.05
SAINT2026.0625.98
TabNet2026.0626.4
NODE2026.0626.64
GrowNet2026.0627.94