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Multiclass Classification on Multiclass panel 3 healthcare datasets v1.0 (test)

78.9Macro AUC

TabDPT

Updated 14d ago

Evaluation Results

Method	Links
TabDPT 2026.05		78.9	-
TabICLv2 2026.05		78.8	-
TabICLv2→XGB 2026.05		78.7	99.9
TabICLv2→LGBM 2026.05		78.6	99.8
LogisticRegression 2026.05		78.5	-
TabDPT→LGBM 2026.05		78.5	99.5
Orion-MSP→LGBM 2026.05		78.5	101.5
LimiX 2026.05		78.4	-
LimiX→LGBM 2026.05		78.4	100
TabPFNv2.6 2026.05		78.2	-
TabICLv2→CB 2026.05		78.2	99.2
TabPFNv2.6→LGBM 2026.05		78.2	100
TabDPT→XGB 2026.05		78	98.8
TabPFN (v2.5) 2026.05		77.9	-
TabPFN (v2.5)→LGBM 2026.05		77.9	100.1
LimiX→CB 2026.05		77.8	99.2
TabPFN→MLP 2026.05		77.8	99.9
Orion-MSP→CB 2026.05		77.7	100.5
LimiX→XGB 2026.05		77.7	99.1
TabPFNv2.6→XGB 2026.05		77.7	99.3
TabDPT→CB 2026.05		77.6	98.4
Orion-MSP→XGB 2026.05		77.6	100.3
TabPFNv2.6→CB 2026.05		77.4	98.9
Orion-MSP v1.5 2026.05		77.3	-
LimiX→MLP 2026.05		77.2	98.5
TabPFNv2.6→MLP 2026.05		77.2	98.7
XGBoost 2026.05		77	-
LightGBM 2026.05		77	-
TabDPT→MLP 2026.05		76.9	97.5
Orion-MSP→MLP 2026.05		76.6	99
TabICLv2→MLP 2026.05		76.3	96.9