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Tabular Learning on TabReD

96.41AUC (HI)

TabM

Updated 1mo ago

Evaluation Results

Method	Links
TabM 2025.12		96.41	63.18	84.57	0.2285	0.4773	0.5491	0.161	1.4794	3.5
TabM 2025.12		96.4	63.25	82.9	0.2306	0.4813	0.55	0.1612	1.4887	7.25
CatBoost 2025.12		96.39	62.42	86.2	0.2292	0.4792	0.5495	0.161	1.4654	4.375
LightGBM 2025.12		96.31	61.64	85.99	0.226	0.4877	0.55	0.1612	1.4654	7.375
TabM 2025.12		96.29	62.71	83.63	0.2321	0.4791	0.5488	0.1609	1.4812	5.125
XGBoost 2025.12		96.25	61.99	86.44	0.2262	0.4792	0.552	0.161	1.47	6.375
ModernNCA 2025.12		96.2	63.56	83.16	0.2255	0.4791	0.5535	0.1617	1.4903	7.625
ModernNCA 2025.12		96.1	63.41	83.78	0.2325	0.4804	0.552	0.1619	1.4857	9.125
FT-T 2025.12		96.08	62.11	55.63	0.2363	0.4778	0.5503	0.1622	1.5118	11.125
MLP-PLR 2025.12		96.07	61.1	81.58	0.2338	0.4803	0.5494	0.1617	1.5133	11.25
TabR 2025.12		96.06	62.33	84.26	0.2392	0.4827	0.5497	0.1627	1.462	10.125
TabR 2025.12		96.05	61.48	83.42	0.237	0.4883	0.555	0.1623	1.4732	13.75
MLP-PLR 2025.12		95.96	61.85	81.66	0.2361	0.4799	0.5481	0.1616	1.5235	10.875
MLP 2025.12		95.93	62.3	55.32	0.2345	0.4782	0.5502	0.1616	1.5179	11
FT-T 2025.12		95.91	61.59	57.46	0.2438	0.4807	0.5503	0.1623	1.5146	15.125
MLP-PLR 2025.12		95.91	61.33	81.9	0.234	0.478	0.5474	0.1616	1.5134	10
RandomForest 2025.12		95.8	60.68	81.71	0.24	0.4841	0.5588	0.1647	1.5845	17.375
MLP 2025.12		94.71	62.52	55.19	0.2431	0.4801	0.5518	0.1621	1.5319	14.375
Linear 2025.12		93.88	59.44	82.31	0.2435	0.4864	0.5596	0.168	1.7464	18.25
MLP 2025.12		93.6	62.2	55.08	0.2641	0.4821	0.5515	0.1619	1.5362	16