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Classification on TabZilla

5.63Average RankLimiX-16M
4.733210.786616.8422.8934Jun 3, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LimiX-16MNumber of Parameters=16.52M2026.065.63
LimiX-2MNumber of Parameters=1.92M2026.066.58
AutoGluon2026.068.62
TabPFN-v2Number of Parameters=7.24M2026.069.57
TabM2026.0610.15
RealMLP2026.0610.33
TabICLNumber of Parameters=27.10M2026.0610.57
XGBoost2026.0611.43
LightGBM2026.0611.53
RF2026.0613.33
ExcelFormer2026.0614.27
CatBoost2026.0614.51
TabR2026.0615.8
MitraNumber of Parameters=75.67M2026.0616.03
T2G-Former2026.0616.05
ModernNCA2026.0616.12
TANGOS2026.0616.16
MLP-PLR2026.0617.01
ET2026.0617.02
ResNet2026.0617.32
FT-Transformer2026.0617.49
AutoInt2026.0618.38
MLP2026.0618.47
DCN-v22026.0618.93
SAINT2026.0620.75
SNN2026.0621.62
DANets2026.0622.48
TabTransformer2026.0622.51
TabCaps2026.0623.53
SwitchTab2026.0624.79
NODE2026.0626.27
GrowNet2026.0627
TabNet2026.0628.05