Share your thoughts, 1 month free Claude Pro on usSee more

Tabular Classification on 153 datasets shared-coverage v1 (single seed)

90.8AUC

TabICLv2

Updated 15d ago

Evaluation Results

Method	Links
TabICLv2 2026.05		90.8	-	-
TabPFNv2.6 2026.05		90.2	-	-
LimiX 2026.05		90	-	-
[PFN+ICL+Limix]→XGB 2026.05		88.3	-	56.8
[PFN+ICL]→XGB 2026.05		88.3	-	56.8
TabICLv2→XGB 2026.05		88.2	96.5	51
TabICLv2→CB 2026.05		88.2	96.4	53.3
TabPFNv2.6→XGB 2026.05		88.1	96.3	50.2
TabPFNv2.6→CB 2026.05		87.9	96.1	51.4
[PFN+Orion+Limix]→XGB 2026.05		87.9	-	49.4
OrionMSP v1.5 2026.05		87.8	-	-
LimiX→XGB 2026.05		87.8	95.9	49.4
CatBoost 2026.05		87.6	-	-
LimiX→CB 2026.05		87.5	95.7	47.5
LightGBM 2026.05		87.2	-	-
XGBoost 2026.05		87.2	-	-
OrionMSP→XGB 2026.05		86	93.9	22.6
[PFN+Limix]→MLP 2026.05		85.2	-	28.4
TabPFNv2.6→MLP 2026.05		84.6	92.4	28.8
[PFN+ICL]→MLP 2026.05		84.3	-	26.8
TabICLv2→MLP 2026.05		84.2	92	26.5