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Binary Classification on binary health datasets avg (test)

0.875AUC

LimiX

Updated 15d ago

Evaluation Results

Method	Links
LimiX 2026.05		0.875	-
TabICLv2 2026.05		0.873	-
TabPFNv2.6 2026.05		0.87	-
TabDPT 2026.05		0.868	-
TabPFNv2.5 2026.05		0.868	-
LimiX→LGBM 2026.05		0.865	98.8
Orion-MSP v1.5 2026.05		0.864	-
[PFN+OrionMSP+Limix]→LGBM 2026.05		0.864	-
[PFN+Limix]→LGBM 2026.05		0.864	-
TabICLv2→LGBM 2026.05		0.863	98.9
[PFN+ICL+Limix]→LGBM 2026.05		0.863	-
TabPFNv2.6→LGBM 2026.05		0.862	99.1
TabPFN→LGBM 2026.05		0.862	99.4
[PFN+ICL+Limix+TabDPT]→LGBM 2026.05		0.862	-
TabDPT→LGBM 2026.05		0.861	99.1
Orion-MSP→LGBM 2026.05		0.86	99.6
LogisticRegression 2026.05		0.857	-
XGBoost 2026.05		0.854	-
LightGBM 2026.05		0.853	-
LimiX→MLP 2026.05		0.795	90.8
[PFN+OrionMSP+Limix]→MLP 2026.05		0.79	-
TabPFN→MLP 2026.05		0.787	90.7
[PFN+Limix]→MLP 2026.05		0.787	-
[PFN+ICL+Limix+TabDPT]→MLP 2026.05		0.787	-
[PFN+ICL+Limix]→MLP 2026.05		0.785	-
TabPFNv2.6→MLP 2026.05		0.782	89.9
TabICLv2→MLP 2026.05		0.782	89.6
TabDPT→MLP 2026.05		0.781	89.9
Orion-MSP→MLP 2026.05		0.775	89.7